---
_id: '10674'
abstract:
- lang: eng
  text: 'In two-player games on graphs, the players move a token through a graph to
    produce an infinite path, which determines the winner of the game. Such games
    are central in formal methods since they model the interaction between a non-terminating
    system and its environment. In bidding games the players bid for the right to
    move the token: in each round, the players simultaneously submit bids, and the
    higher bidder moves the token and pays the other player. Bidding games are known
    to have a clean and elegant mathematical structure that relies on the ability
    of the players to submit arbitrarily small bids. Many applications, however, require
    a fixed granularity for the bids, which can represent, for example, the monetary
    value expressed in cents. We study, for the first time, the combination of discrete-bidding
    and infinite-duration games. Our most important result proves that these games
    form a large determined subclass of concurrent games, where determinacy is the
    strong property that there always exists exactly one player who can guarantee
    winning the game. In particular, we show that, in contrast to non-discrete bidding
    games, the mechanism with which tied bids are resolved plays an important role
    in discrete-bidding games. We study several natural tie-breaking mechanisms and
    show that, while some do not admit determinacy, most natural mechanisms imply
    determinacy for every pair of initial budgets.'
acknowledgement: "This research was supported in part by the Austrian Science Fund
  (FWF) under grants S11402-N23 (RiSE/SHiNE), Z211-N23 (Wittgenstein Award), and M
  2369-N33 (Meitner fellowship).\r\n"
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Milad
  full_name: Aghajohari, Milad
  last_name: Aghajohari
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
citation:
  ama: Aghajohari M, Avni G, Henzinger TA. Determinacy in discrete-bidding infinite-duration
    games. <i>Logical Methods in Computer Science</i>. 2021;17(1):10:1-10:23. doi:<a
    href="https://doi.org/10.23638/LMCS-17(1:10)2021">10.23638/LMCS-17(1:10)2021</a>
  apa: Aghajohari, M., Avni, G., &#38; Henzinger, T. A. (2021). Determinacy in discrete-bidding
    infinite-duration games. <i>Logical Methods in Computer Science</i>. International
    Federation for Computational Logic. <a href="https://doi.org/10.23638/LMCS-17(1:10)2021">https://doi.org/10.23638/LMCS-17(1:10)2021</a>
  chicago: Aghajohari, Milad, Guy Avni, and Thomas A Henzinger. “Determinacy in Discrete-Bidding
    Infinite-Duration Games.” <i>Logical Methods in Computer Science</i>. International
    Federation for Computational Logic, 2021. <a href="https://doi.org/10.23638/LMCS-17(1:10)2021">https://doi.org/10.23638/LMCS-17(1:10)2021</a>.
  ieee: M. Aghajohari, G. Avni, and T. A. Henzinger, “Determinacy in discrete-bidding
    infinite-duration games,” <i>Logical Methods in Computer Science</i>, vol. 17,
    no. 1. International Federation for Computational Logic, p. 10:1-10:23, 2021.
  ista: Aghajohari M, Avni G, Henzinger TA. 2021. Determinacy in discrete-bidding
    infinite-duration games. Logical Methods in Computer Science. 17(1), 10:1-10:23.
  mla: Aghajohari, Milad, et al. “Determinacy in Discrete-Bidding Infinite-Duration
    Games.” <i>Logical Methods in Computer Science</i>, vol. 17, no. 1, International
    Federation for Computational Logic, 2021, p. 10:1-10:23, doi:<a href="https://doi.org/10.23638/LMCS-17(1:10)2021">10.23638/LMCS-17(1:10)2021</a>.
  short: M. Aghajohari, G. Avni, T.A. Henzinger, Logical Methods in Computer Science
    17 (2021) 10:1-10:23.
date_created: 2022-01-25T16:32:13Z
date_published: 2021-02-03T00:00:00Z
date_updated: 2023-08-17T06:56:42Z
day: '03'
ddc:
- '510'
department:
- _id: ToHe
doi: 10.23638/LMCS-17(1:10)2021
external_id:
  arxiv:
  - '1905.03588'
  isi:
  - '000658724600010'
file:
- access_level: open_access
  checksum: b35586a50ed1ca8f44767de116d18d81
  content_type: application/pdf
  creator: alisjak
  date_created: 2022-01-26T08:04:50Z
  date_updated: 2022-01-26T08:04:50Z
  file_id: '10690'
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  file_size: 819878
  relation: main_file
  success: 1
file_date_updated: 2022-01-26T08:04:50Z
has_accepted_license: '1'
intvolume: '        17'
isi: 1
issue: '1'
keyword:
- computer science
- computer science and game theory
- logic in computer science
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: 10:1-10:23
project:
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: Logical Methods in Computer Science
publication_identifier:
  eissn:
  - 1860-5974
publication_status: published
publisher: International Federation for Computational Logic
quality_controlled: '1'
scopus_import: '1'
status: public
title: Determinacy in discrete-bidding infinite-duration games
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 17
year: '2021'
...
---
_id: '8793'
abstract:
- lang: eng
  text: We study optimal election sequences for repeatedly selecting a (very) small
    group of leaders among a set of participants (players) with publicly known unique
    ids. In every time slot, every player has to select exactly one player that it
    considers to be the current leader, oblivious to the selection of the other players,
    but with the overarching goal of maximizing a given parameterized global (“social”)
    payoff function in the limit. We consider a quite generic model, where the local
    payoff achieved by a given player depends, weighted by some arbitrary but fixed
    real parameter, on the number of different leaders chosen in a round, the number
    of players that choose the given player as the leader, and whether the chosen
    leader has changed w.r.t. the previous round or not. The social payoff can be
    the maximum, average or minimum local payoff of the players. Possible applications
    include quite diverse examples such as rotating coordinator-based distributed
    algorithms and long-haul formation flying of social birds. Depending on the weights
    and the particular social payoff, optimal sequences can be very different, from
    simple round-robin where all players chose the same leader alternatingly every
    time slot to very exotic patterns, where a small group of leaders (at most 2)
    is elected in every time slot. Moreover, we study the question if and when a single
    player would not benefit w.r.t. its local payoff when deviating from the given
    optimal sequence, i.e., when our optimal sequences are Nash equilibria in the
    restricted strategy space of oblivious strategies. As this is the case for many
    parameterizations of our model, our results reveal that no punishment is needed
    to make it rational for the players to optimize the social payoff.
acknowledgement: "We are grateful to Matthias Függer and Thomas Nowak for having raised
  our interest in the problem studied in this paper.\r\nThis work has been supported
  the Austrian Science Fund (FWF) projects S11405, S11407 (RiSE), and P28182 (ADynNet)."
article_processing_charge: No
article_type: original
author:
- first_name: Martin
  full_name: Zeiner, Martin
  last_name: Zeiner
- first_name: Ulrich
  full_name: Schmid, Ulrich
  last_name: Schmid
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
citation:
  ama: Zeiner M, Schmid U, Chatterjee K. Optimal strategies for selecting coordinators.
    <i>Discrete Applied Mathematics</i>. 2021;289(1):392-415. doi:<a href="https://doi.org/10.1016/j.dam.2020.10.022">10.1016/j.dam.2020.10.022</a>
  apa: Zeiner, M., Schmid, U., &#38; Chatterjee, K. (2021). Optimal strategies for
    selecting coordinators. <i>Discrete Applied Mathematics</i>. Elsevier. <a href="https://doi.org/10.1016/j.dam.2020.10.022">https://doi.org/10.1016/j.dam.2020.10.022</a>
  chicago: Zeiner, Martin, Ulrich Schmid, and Krishnendu Chatterjee. “Optimal Strategies
    for Selecting Coordinators.” <i>Discrete Applied Mathematics</i>. Elsevier, 2021.
    <a href="https://doi.org/10.1016/j.dam.2020.10.022">https://doi.org/10.1016/j.dam.2020.10.022</a>.
  ieee: M. Zeiner, U. Schmid, and K. Chatterjee, “Optimal strategies for selecting
    coordinators,” <i>Discrete Applied Mathematics</i>, vol. 289, no. 1. Elsevier,
    pp. 392–415, 2021.
  ista: Zeiner M, Schmid U, Chatterjee K. 2021. Optimal strategies for selecting coordinators.
    Discrete Applied Mathematics. 289(1), 392–415.
  mla: Zeiner, Martin, et al. “Optimal Strategies for Selecting Coordinators.” <i>Discrete
    Applied Mathematics</i>, vol. 289, no. 1, Elsevier, 2021, pp. 392–415, doi:<a
    href="https://doi.org/10.1016/j.dam.2020.10.022">10.1016/j.dam.2020.10.022</a>.
  short: M. Zeiner, U. Schmid, K. Chatterjee, Discrete Applied Mathematics 289 (2021)
    392–415.
date_created: 2020-11-22T23:01:26Z
date_published: 2021-01-31T00:00:00Z
date_updated: 2023-08-04T11:12:41Z
day: '31'
ddc:
- '510'
department:
- _id: KrCh
doi: 10.1016/j.dam.2020.10.022
external_id:
  isi:
  - '000596823800035'
file:
- access_level: open_access
  checksum: f1039ff5a2d6ca116720efdb84ee9d5e
  content_type: application/pdf
  creator: dernst
  date_created: 2021-02-04T11:28:42Z
  date_updated: 2021-02-04T11:28:42Z
  file_id: '9089'
  file_name: 2021_DiscreteApplMath_Zeiner.pdf
  file_size: 652739
  relation: main_file
  success: 1
file_date_updated: 2021-02-04T11:28:42Z
has_accepted_license: '1'
intvolume: '       289'
isi: 1
issue: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 392-415
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
publication: Discrete Applied Mathematics
publication_identifier:
  issn:
  - 0166218X
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Optimal strategies for selecting coordinators
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 289
year: '2021'
...
---
_id: '10199'
abstract:
- lang: eng
  text: The design and verification of concurrent systems remains an open challenge
    due to the non-determinism that arises from the inter-process communication. In
    particular, concurrent programs are notoriously difficult both to be written correctly
    and to be analyzed formally, as complex thread interaction has to be accounted
    for. The difficulties are further exacerbated when concurrent programs get executed
    on modern-day hardware, which contains various buffering and caching mechanisms
    for efficiency reasons. This causes further subtle non-determinism, which can
    often produce very unintuitive behavior of the concurrent programs. Model checking
    is at the forefront of tackling the verification problem, where the task is to
    decide, given as input a concurrent system and a desired property, whether the
    system satisfies the property. The inherent state-space explosion problem in model
    checking of concurrent systems causes naïve explicit methods not to scale, thus
    more inventive methods are required. One such method is stateless model checking
    (SMC), which explores in memory-efficient manner the program executions rather
    than the states of the program. State-of-the-art SMC is typically coupled with
    partial order reduction (POR) techniques, which argue that certain executions
    provably produce identical system behavior, thus limiting the amount of executions
    one needs to explore in order to cover all possible behaviors. Another method
    to tackle the state-space explosion is symbolic model checking, where the considered
    techniques operate on a succinct implicit representation of the input system rather
    than explicitly accessing the system. In this thesis we present new techniques
    for verification of concurrent systems. We present several novel POR methods for
    SMC of concurrent programs under various models of semantics, some of which account
    for write-buffering mechanisms. Additionally, we present novel algorithms for
    symbolic model checking of finite-state concurrent systems, where the desired
    property of the systems is to ensure a formally defined notion of fairness.
acknowledged_ssus:
- _id: SSU
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Viktor
  full_name: Toman, Viktor
  id: 3AF3DA7C-F248-11E8-B48F-1D18A9856A87
  last_name: Toman
  orcid: 0000-0001-9036-063X
citation:
  ama: Toman V. Improved verification techniques for concurrent systems. 2021. doi:<a
    href="https://doi.org/10.15479/at:ista:10199">10.15479/at:ista:10199</a>
  apa: Toman, V. (2021). <i>Improved verification techniques for concurrent systems</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/at:ista:10199">https://doi.org/10.15479/at:ista:10199</a>
  chicago: Toman, Viktor. “Improved Verification Techniques for Concurrent Systems.”
    Institute of Science and Technology Austria, 2021. <a href="https://doi.org/10.15479/at:ista:10199">https://doi.org/10.15479/at:ista:10199</a>.
  ieee: V. Toman, “Improved verification techniques for concurrent systems,” Institute
    of Science and Technology Austria, 2021.
  ista: Toman V. 2021. Improved verification techniques for concurrent systems. Institute
    of Science and Technology Austria.
  mla: Toman, Viktor. <i>Improved Verification Techniques for Concurrent Systems</i>.
    Institute of Science and Technology Austria, 2021, doi:<a href="https://doi.org/10.15479/at:ista:10199">10.15479/at:ista:10199</a>.
  short: V. Toman, Improved Verification Techniques for Concurrent Systems, Institute
    of Science and Technology Austria, 2021.
date_created: 2021-10-29T20:09:01Z
date_published: 2021-10-31T00:00:00Z
date_updated: 2025-07-14T09:10:16Z
day: '31'
ddc:
- '000'
degree_awarded: PhD
department:
- _id: GradSch
- _id: KrCh
doi: 10.15479/at:ista:10199
ec_funded: 1
file:
- access_level: open_access
  checksum: 4f412a1ee60952221b499a4b1268df35
  content_type: application/pdf
  creator: vtoman
  date_created: 2021-11-08T14:12:22Z
  date_updated: 2021-11-08T14:12:22Z
  file_id: '10225'
  file_name: toman_th_final.pdf
  file_size: 2915234
  relation: main_file
- access_level: closed
  checksum: 9584943f99127be2dd2963f6784c37d4
  content_type: application/zip
  creator: vtoman
  date_created: 2021-11-08T14:12:46Z
  date_updated: 2021-11-09T09:00:50Z
  file_id: '10226'
  file_name: toman_thesis.zip
  file_size: 8616056
  relation: source_file
file_date_updated: 2021-11-09T09:00:50Z
has_accepted_license: '1'
keyword:
- concurrency
- verification
- model checking
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '166'
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
- _id: 0599E47C-7A3F-11EA-A408-12923DDC885E
  call_identifier: H2020
  grant_number: '863818'
  name: 'Formal Methods for Stochastic Models: Algorithms and Applications'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '10190'
    relation: part_of_dissertation
    status: public
  - id: '9987'
    relation: part_of_dissertation
    status: public
  - id: '141'
    relation: part_of_dissertation
    status: public
  - id: '10191'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
title: Improved verification techniques for concurrent systems
type: dissertation
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2021'
...
---
_id: '8600'
abstract:
- lang: eng
  text: 'A vector addition system with states (VASS) consists of a finite set of states
    and counters. A transition changes the current state to the next state, and every
    counter is either incremented, or decremented, or left unchanged. A state and
    value for each counter is a configuration; and a computation is an infinite sequence
    of configurations with transitions between successive configurations. A probabilistic
    VASS consists of a VASS along with a probability distribution over the transitions
    for each state. Qualitative properties such as state and configuration reachability
    have been widely studied for VASS. In this work we consider multi-dimensional
    long-run average objectives for VASS and probabilistic VASS. For a counter, the
    cost of a configuration is the value of the counter; and the long-run average
    value of a computation for the counter is the long-run average of the costs of
    the configurations in the computation. The multi-dimensional long-run average
    problem given a VASS and a threshold value for each counter, asks whether there
    is a computation such that for each counter the long-run average value for the
    counter does not exceed the respective threshold. For probabilistic VASS, instead
    of the existence of a computation, we consider whether the expected long-run average
    value for each counter does not exceed the respective threshold. Our main results
    are as follows: we show that the multi-dimensional long-run average problem (a)
    is NP-complete for integer-valued VASS; (b) is undecidable for natural-valued
    VASS (i.e., nonnegative counters); and (c) can be solved in polynomial time for
    probabilistic integer-valued VASS, and probabilistic natural-valued VASS when
    all computations are non-terminating.'
alternative_title:
- LIPIcs
article_number: '23'
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000-0002-2985-7724
- first_name: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
citation:
  ama: 'Chatterjee K, Henzinger TA, Otop J. Multi-dimensional long-run average problems
    for vector addition systems with states. In: <i>31st International Conference
    on Concurrency Theory</i>. Vol 171. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
    2020. doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2020.23">10.4230/LIPIcs.CONCUR.2020.23</a>'
  apa: 'Chatterjee, K., Henzinger, T. A., &#38; Otop, J. (2020). Multi-dimensional
    long-run average problems for vector addition systems with states. In <i>31st
    International Conference on Concurrency Theory</i> (Vol. 171). Virtual: Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2020.23">https://doi.org/10.4230/LIPIcs.CONCUR.2020.23</a>'
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. “Multi-Dimensional
    Long-Run Average Problems for Vector Addition Systems with States.” In <i>31st
    International Conference on Concurrency Theory</i>, Vol. 171. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2020.23">https://doi.org/10.4230/LIPIcs.CONCUR.2020.23</a>.
  ieee: K. Chatterjee, T. A. Henzinger, and J. Otop, “Multi-dimensional long-run average
    problems for vector addition systems with states,” in <i>31st International Conference
    on Concurrency Theory</i>, Virtual, 2020, vol. 171.
  ista: 'Chatterjee K, Henzinger TA, Otop J. 2020. Multi-dimensional long-run average
    problems for vector addition systems with states. 31st International Conference
    on Concurrency Theory. CONCUR: Conference on Concurrency Theory, LIPIcs, vol.
    171, 23.'
  mla: Chatterjee, Krishnendu, et al. “Multi-Dimensional Long-Run Average Problems
    for Vector Addition Systems with States.” <i>31st International Conference on
    Concurrency Theory</i>, vol. 171, 23, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020, doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2020.23">10.4230/LIPIcs.CONCUR.2020.23</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, in:, 31st International Conference
    on Concurrency Theory, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-09-04
  location: Virtual
  name: 'CONCUR: Conference on Concurrency Theory'
  start_date: 2020-09-01
date_created: 2020-10-04T22:01:36Z
date_published: 2020-08-06T00:00:00Z
date_updated: 2021-01-12T08:20:15Z
day: '06'
ddc:
- '000'
department:
- _id: KrCh
- _id: ToHe
doi: 10.4230/LIPIcs.CONCUR.2020.23
external_id:
  arxiv:
  - '2007.08917'
file:
- access_level: open_access
  checksum: 5039752f644c4b72b9361d21a5e31baf
  content_type: application/pdf
  creator: dernst
  date_created: 2020-10-05T14:04:25Z
  date_updated: 2020-10-05T14:04:25Z
  file_id: '8610'
  file_name: 2020_LIPIcsCONCUR_Chatterjee.pdf
  file_size: 601231
  relation: main_file
  success: 1
file_date_updated: 2020-10-05T14:04:25Z
has_accepted_license: '1'
intvolume: '       171'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/3.0/
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: 31st International Conference on Concurrency Theory
publication_identifier:
  isbn:
  - '9783959771603'
  issn:
  - '18688969'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multi-dimensional long-run average problems for vector addition systems with
  states
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
  name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
  short: CC BY (3.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 171
year: '2020'
...
---
_id: '6761'
abstract:
- lang: eng
  text: In resource allocation games, selfish players share resources that are needed
    in order to fulfill their objectives. The cost of using a resource depends on
    the load on it. In the traditional setting, the players make their choices concurrently
    and in one-shot. That is, a strategy for a player is a subset of the resources.
    We introduce and study dynamic resource allocation games. In this setting, the
    game proceeds in phases. In each phase each player chooses one resource. A scheduler
    dictates the order in which the players proceed in a phase, possibly scheduling
    several players to proceed concurrently. The game ends when each player has collected
    a set of resources that fulfills his objective. The cost for each player then
    depends on this set as well as on the load on the resources in it – we consider
    both congestion and cost-sharing games. We argue that the dynamic setting is the
    suitable setting for many applications in practice. We study the stability of
    dynamic resource allocation games, where the appropriate notion of stability is
    that of subgame perfect equilibrium, study the inefficiency incurred due to selfish
    behavior, and also study problems that are particular to the dynamic setting,
    like constraints on the order in which resources can be chosen or the problem
    of finding a scheduler that achieves stability.
article_processing_charge: No
article_type: original
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Orna
  full_name: Kupferman, Orna
  last_name: Kupferman
citation:
  ama: Avni G, Henzinger TA, Kupferman O. Dynamic resource allocation games. <i>Theoretical
    Computer Science</i>. 2020;807:42-55. doi:<a href="https://doi.org/10.1016/j.tcs.2019.06.031">10.1016/j.tcs.2019.06.031</a>
  apa: Avni, G., Henzinger, T. A., &#38; Kupferman, O. (2020). Dynamic resource allocation
    games. <i>Theoretical Computer Science</i>. Elsevier. <a href="https://doi.org/10.1016/j.tcs.2019.06.031">https://doi.org/10.1016/j.tcs.2019.06.031</a>
  chicago: Avni, Guy, Thomas A Henzinger, and Orna Kupferman. “Dynamic Resource Allocation
    Games.” <i>Theoretical Computer Science</i>. Elsevier, 2020. <a href="https://doi.org/10.1016/j.tcs.2019.06.031">https://doi.org/10.1016/j.tcs.2019.06.031</a>.
  ieee: G. Avni, T. A. Henzinger, and O. Kupferman, “Dynamic resource allocation games,”
    <i>Theoretical Computer Science</i>, vol. 807. Elsevier, pp. 42–55, 2020.
  ista: Avni G, Henzinger TA, Kupferman O. 2020. Dynamic resource allocation games.
    Theoretical Computer Science. 807, 42–55.
  mla: Avni, Guy, et al. “Dynamic Resource Allocation Games.” <i>Theoretical Computer
    Science</i>, vol. 807, Elsevier, 2020, pp. 42–55, doi:<a href="https://doi.org/10.1016/j.tcs.2019.06.031">10.1016/j.tcs.2019.06.031</a>.
  short: G. Avni, T.A. Henzinger, O. Kupferman, Theoretical Computer Science 807 (2020)
    42–55.
date_created: 2019-08-04T21:59:20Z
date_published: 2020-02-06T00:00:00Z
date_updated: 2023-08-17T13:52:49Z
day: '06'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1016/j.tcs.2019.06.031
external_id:
  isi:
  - '000512219400004'
file:
- access_level: open_access
  checksum: e86635417f45eb2cd75778f91382f737
  content_type: application/pdf
  creator: dernst
  date_created: 2020-10-09T06:31:22Z
  date_updated: 2020-10-09T06:31:22Z
  file_id: '8639'
  file_name: 2020_TheoreticalCS_Avni.pdf
  file_size: 1413001
  relation: main_file
  success: 1
file_date_updated: 2020-10-09T06:31:22Z
has_accepted_license: '1'
intvolume: '       807'
isi: 1
language:
- iso: eng
month: '02'
oa: 1
oa_version: Submitted Version
page: 42-55
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
publication: Theoretical Computer Science
publication_identifier:
  issn:
  - '03043975'
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
  record:
  - id: '1341'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Dynamic resource allocation games
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 807
year: '2020'
...
---
_id: '7348'
abstract:
- lang: eng
  text: 'The monitoring of event frequencies can be used to recognize behavioral anomalies,
    to identify trends, and to deduce or discard hypotheses about the underlying system.
    For example, the performance of a web server may be monitored based on the ratio
    of the total count of requests from the least and most active clients. Exact frequency
    monitoring, however, can be prohibitively expensive; in the above example it would
    require as many counters as there are clients. In this paper, we propose the efficient
    probabilistic monitoring of common frequency properties, including the mode (i.e.,
    the most common event) and the median of an event sequence. We define a logic
    to express composite frequency properties as a combination of atomic frequency
    properties. Our main contribution is an algorithm that, under suitable probabilistic
    assumptions, can be used to monitor these important frequency properties with
    four counters, independent of the number of different events. Our algorithm samples
    longer and longer subwords of an infinite event sequence. We prove the almost-sure
    convergence of our algorithm by generalizing ergodic theory from increasing-length
    prefixes to increasing-length subwords of an infinite sequence. A similar algorithm
    could be used to learn a connected Markov chain of a given structure from observing
    its outputs, to arbitrary precision, for a given confidence. '
alternative_title:
- LIPIcs
article_number: '20'
article_processing_charge: No
arxiv: 1
author:
- first_name: Thomas
  full_name: Ferrere, Thomas
  id: 40960E6E-F248-11E8-B48F-1D18A9856A87
  last_name: Ferrere
  orcid: 0000-0001-5199-3143
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Bernhard
  full_name: Kragl, Bernhard
  id: 320FC952-F248-11E8-B48F-1D18A9856A87
  last_name: Kragl
  orcid: 0000-0001-7745-9117
citation:
  ama: 'Ferrere T, Henzinger TA, Kragl B. Monitoring event frequencies. In: <i>28th
    EACSL Annual Conference on Computer Science Logic</i>. Vol 152. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">10.4230/LIPIcs.CSL.2020.20</a>'
  apa: 'Ferrere, T., Henzinger, T. A., &#38; Kragl, B. (2020). Monitoring event frequencies.
    In <i>28th EACSL Annual Conference on Computer Science Logic</i> (Vol. 152). Barcelona,
    Spain: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">https://doi.org/10.4230/LIPIcs.CSL.2020.20</a>'
  chicago: Ferrere, Thomas, Thomas A Henzinger, and Bernhard Kragl. “Monitoring Event
    Frequencies.” In <i>28th EACSL Annual Conference on Computer Science Logic</i>,
    Vol. 152. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020. <a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">https://doi.org/10.4230/LIPIcs.CSL.2020.20</a>.
  ieee: T. Ferrere, T. A. Henzinger, and B. Kragl, “Monitoring event frequencies,”
    in <i>28th EACSL Annual Conference on Computer Science Logic</i>, Barcelona, Spain,
    2020, vol. 152.
  ista: 'Ferrere T, Henzinger TA, Kragl B. 2020. Monitoring event frequencies. 28th
    EACSL Annual Conference on Computer Science Logic. CSL: Computer Science Logic,
    LIPIcs, vol. 152, 20.'
  mla: Ferrere, Thomas, et al. “Monitoring Event Frequencies.” <i>28th EACSL Annual
    Conference on Computer Science Logic</i>, vol. 152, 20, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2020, doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2020.20">10.4230/LIPIcs.CSL.2020.20</a>.
  short: T. Ferrere, T.A. Henzinger, B. Kragl, in:, 28th EACSL Annual Conference on
    Computer Science Logic, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-01-16
  location: Barcelona, Spain
  name: 'CSL: Computer Science Logic'
  start_date: 2020-01-13
date_created: 2020-01-21T11:22:21Z
date_published: 2020-01-15T00:00:00Z
date_updated: 2021-01-12T08:13:12Z
day: '15'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.4230/LIPIcs.CSL.2020.20
external_id:
  arxiv:
  - '1910.06097'
file:
- access_level: open_access
  checksum: b9a691d658d075c6369d3304d17fb818
  content_type: application/pdf
  creator: bkragl
  date_created: 2020-01-21T11:21:04Z
  date_updated: 2020-07-14T12:47:56Z
  file_id: '7349'
  file_name: main.pdf
  file_size: 617206
  relation: main_file
file_date_updated: 2020-07-14T12:47:56Z
has_accepted_license: '1'
intvolume: '       152'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: 28th EACSL Annual Conference on Computer Science Logic
publication_identifier:
  isbn:
  - '9783959771320'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: 1
status: public
title: Monitoring event frequencies
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 152
year: '2020'
...
---
_id: '9197'
abstract:
- lang: eng
  text: In this paper we introduce and study all-pay bidding games, a class of two
    player, zero-sum games on graphs. The game proceeds as follows. We place a token
    on some vertex in the graph and assign budgets to the two players. Each turn,
    each player submits a sealed legal bid (non-negative and below their remaining
    budget), which is deducted from their budget and the highest bidder moves the
    token onto an adjacent vertex. The game ends once a sink is reached, and Player
    1 pays Player 2 the outcome that is associated with the sink. The players attempt
    to maximize their expected outcome. Our games model settings where effort (of
    no inherent value) needs to be invested in an ongoing and stateful manner. On
    the negative side, we show that even in simple games on DAGs, optimal strategies
    may require a distribution over bids with infinite support. A central quantity
    in bidding games is the ratio of the players budgets. On the positive side, we
    show a simple FPTAS for DAGs, that, for each budget ratio, outputs an approximation
    for the optimal strategy for that ratio. We also implement it, show that it performs
    well, and suggests interesting properties of these games. Then, given an outcome
    c, we show an algorithm for finding the necessary and sufficient initial ratio
    for guaranteeing outcome c with probability 1 and a strategy ensuring such. Finally,
    while the general case has not previously been studied, solving the specific game
    in which Player 1 wins iff he wins the first two auctions, has been long stated
    as an open question, which we solve.
acknowledgement: This research was supported by the Austrian Science Fund (FWF) under
  grants S11402-N23 (RiSE/SHiNE), Z211-N23 (Wittgenstein Award), and M 2369-N33 (Meitner
  fellowship).
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Josef
  full_name: Tkadlec, Josef
  id: 3F24CCC8-F248-11E8-B48F-1D18A9856A87
  last_name: Tkadlec
  orcid: 0000-0002-1097-9684
citation:
  ama: Avni G, Ibsen-Jensen R, Tkadlec J. All-pay bidding games on graphs. <i>Proceedings
    of the AAAI Conference on Artificial Intelligence</i>. 2020;34(02):1798-1805.
    doi:<a href="https://doi.org/10.1609/aaai.v34i02.5546">10.1609/aaai.v34i02.5546</a>
  apa: 'Avni, G., Ibsen-Jensen, R., &#38; Tkadlec, J. (2020). All-pay bidding games
    on graphs. <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>.
    New York, NY, United States: Association for the Advancement of Artificial Intelligence.
    <a href="https://doi.org/10.1609/aaai.v34i02.5546">https://doi.org/10.1609/aaai.v34i02.5546</a>'
  chicago: Avni, Guy, Rasmus Ibsen-Jensen, and Josef Tkadlec. “All-Pay Bidding Games
    on Graphs.” <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>.
    Association for the Advancement of Artificial Intelligence, 2020. <a href="https://doi.org/10.1609/aaai.v34i02.5546">https://doi.org/10.1609/aaai.v34i02.5546</a>.
  ieee: G. Avni, R. Ibsen-Jensen, and J. Tkadlec, “All-pay bidding games on graphs,”
    <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, vol. 34,
    no. 02. Association for the Advancement of Artificial Intelligence, pp. 1798–1805,
    2020.
  ista: Avni G, Ibsen-Jensen R, Tkadlec J. 2020. All-pay bidding games on graphs.
    Proceedings of the AAAI Conference on Artificial Intelligence. 34(02), 1798–1805.
  mla: Avni, Guy, et al. “All-Pay Bidding Games on Graphs.” <i>Proceedings of the
    AAAI Conference on Artificial Intelligence</i>, vol. 34, no. 02, Association for
    the Advancement of Artificial Intelligence, 2020, pp. 1798–805, doi:<a href="https://doi.org/10.1609/aaai.v34i02.5546">10.1609/aaai.v34i02.5546</a>.
  short: G. Avni, R. Ibsen-Jensen, J. Tkadlec, Proceedings of the AAAI Conference
    on Artificial Intelligence 34 (2020) 1798–1805.
conference:
  end_date: 2020-02-12
  location: New York, NY, United States
  name: 'AAAI: Conference on Artificial Intelligence'
  start_date: 2020-02-07
date_created: 2021-02-25T09:05:18Z
date_published: 2020-04-03T00:00:00Z
date_updated: 2023-09-05T12:40:00Z
day: '03'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1609/aaai.v34i02.5546
external_id:
  arxiv:
  - '1911.08360'
intvolume: '        34'
issue: '02'
language:
- iso: eng
month: '04'
oa_version: Preprint
page: 1798-1805
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
publication: Proceedings of the AAAI Conference on Artificial Intelligence
publication_identifier:
  eissn:
  - 2374-3468
  isbn:
  - '9781577358350'
  issn:
  - 2159-5399
publication_status: published
publisher: Association for the Advancement of Artificial Intelligence
quality_controlled: '1'
scopus_import: '1'
status: public
title: All-pay bidding games on graphs
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 34
year: '2020'
...
---
_id: '6752'
abstract:
- lang: eng
  text: 'Two-player games on graphs are widely studied in formal methods, as they
    model the interaction between a system and its environment. The game is played
    by moving a token throughout a graph to produce an infinite path. There are several
    common modes to determine how the players move the token through the graph; e.g.,
    in turn-based games the players alternate turns in moving the token. We study
    the bidding mode of moving the token, which, to the best of our knowledge, has
    never been studied in infinite-duration games. The following bidding rule was
    previously defined and called Richman bidding. Both players have separate budgets,
    which sum up to 1. In each turn, a bidding takes place: Both players submit bids
    simultaneously, where a bid is legal if it does not exceed the available budget,
    and the higher bidder pays his bid to the other player and moves the token. The
    central question studied in bidding games is a necessary and sufficient initial
    budget for winning the game: a threshold budget in a vertex is a value t ∈ [0,
    1] such that if Player 1’s budget exceeds t, he can win the game; and if Player
    2’s budget exceeds 1 − t, he can win the game. Threshold budgets were previously
    shown to exist in every vertex of a reachability game, which have an interesting
    connection with random-turn games—a sub-class of simple stochastic games in which
    the player who moves is chosen randomly. We show the existence of threshold budgets
    for a qualitative class of infinite-duration games, namely parity games, and a
    quantitative class, namely mean-payoff games. The key component of the proof is
    a quantitative solution to strongly connected mean-payoff bidding games in which
    we extend the connection with random-turn games to these games, and construct
    explicit optimal strategies for both players.'
article_number: '31'
article_processing_charge: No
arxiv: 1
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Ventsislav K
  full_name: Chonev, Ventsislav K
  id: 36CBE2E6-F248-11E8-B48F-1D18A9856A87
  last_name: Chonev
citation:
  ama: Avni G, Henzinger TA, Chonev VK. Infinite-duration bidding games. <i>Journal
    of the ACM</i>. 2019;66(4). doi:<a href="https://doi.org/10.1145/3340295">10.1145/3340295</a>
  apa: Avni, G., Henzinger, T. A., &#38; Chonev, V. K. (2019). Infinite-duration bidding
    games. <i>Journal of the ACM</i>. ACM. <a href="https://doi.org/10.1145/3340295">https://doi.org/10.1145/3340295</a>
  chicago: Avni, Guy, Thomas A Henzinger, and Ventsislav K Chonev. “Infinite-Duration
    Bidding Games.” <i>Journal of the ACM</i>. ACM, 2019. <a href="https://doi.org/10.1145/3340295">https://doi.org/10.1145/3340295</a>.
  ieee: G. Avni, T. A. Henzinger, and V. K. Chonev, “Infinite-duration bidding games,”
    <i>Journal of the ACM</i>, vol. 66, no. 4. ACM, 2019.
  ista: Avni G, Henzinger TA, Chonev VK. 2019. Infinite-duration bidding games. Journal
    of the ACM. 66(4), 31.
  mla: Avni, Guy, et al. “Infinite-Duration Bidding Games.” <i>Journal of the ACM</i>,
    vol. 66, no. 4, 31, ACM, 2019, doi:<a href="https://doi.org/10.1145/3340295">10.1145/3340295</a>.
  short: G. Avni, T.A. Henzinger, V.K. Chonev, Journal of the ACM 66 (2019).
date_created: 2019-08-04T21:59:16Z
date_published: 2019-07-16T00:00:00Z
date_updated: 2023-08-29T07:02:13Z
day: '16'
department:
- _id: ToHe
doi: 10.1145/3340295
external_id:
  arxiv:
  - '1705.01433'
  isi:
  - '000487714900008'
intvolume: '        66'
isi: 1
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1705.01433
month: '07'
oa: 1
oa_version: Preprint
project:
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
publication: Journal of the ACM
publication_identifier:
  eissn:
  - 1557735X
  issn:
  - '00045411'
publication_status: published
publisher: ACM
quality_controlled: '1'
related_material:
  record:
  - id: '950'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Infinite-duration bidding games
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 66
year: '2019'
...
---
_id: '6822'
abstract:
- lang: eng
  text: "In two-player games on graphs, the players move a token through a graph to
    produce an infinite path, which determines the qualitative winner or quantitative
    payoff of the game. In bidding games, in each turn, we hold an auction between
    the two players to determine which player moves the token. Bidding games have
    largely been studied with concrete bidding mechanisms that are variants of a first-price
    auction: in each turn both players simultaneously submit bids, the higher\r\nbidder
    moves the token, and pays his bid to the lower bidder in Richman bidding, to the
    bank in poorman bidding, and in taxman bidding, the bid is split between the other
    player and the bank according to a predefined constant factor. Bidding games are
    deterministic games. They have an intriguing connection with a fragment of stochastic
    games called \r\n randomturn games. We study, for the first time, a combination
    of bidding games with probabilistic behavior; namely, we study bidding games that
    are played on Markov decision processes, where the players bid for the right to
    choose the next action, which determines the probability distribution according
    to which the next vertex is chosen. We study parity and meanpayoff bidding games
    on MDPs and extend results from the deterministic bidding setting to the probabilistic
    one."
alternative_title:
- LNCS
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Petr
  full_name: Novotny, Petr
  last_name: Novotny
citation:
  ama: 'Avni G, Henzinger TA, Ibsen-Jensen R, Novotny P. Bidding games on Markov decision
    processes. In: <i> Proceedings of the 13th International Conference of Reachability
    Problems</i>. Vol 11674. Springer; 2019:1-12. doi:<a href="https://doi.org/10.1007/978-3-030-30806-3_1">10.1007/978-3-030-30806-3_1</a>'
  apa: 'Avni, G., Henzinger, T. A., Ibsen-Jensen, R., &#38; Novotny, P. (2019). Bidding
    games on Markov decision processes. In <i> Proceedings of the 13th International
    Conference of Reachability Problems</i> (Vol. 11674, pp. 1–12). Brussels, Belgium:
    Springer. <a href="https://doi.org/10.1007/978-3-030-30806-3_1">https://doi.org/10.1007/978-3-030-30806-3_1</a>'
  chicago: Avni, Guy, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Petr Novotny. “Bidding
    Games on Markov Decision Processes.” In <i> Proceedings of the 13th International
    Conference of Reachability Problems</i>, 11674:1–12. Springer, 2019. <a href="https://doi.org/10.1007/978-3-030-30806-3_1">https://doi.org/10.1007/978-3-030-30806-3_1</a>.
  ieee: G. Avni, T. A. Henzinger, R. Ibsen-Jensen, and P. Novotny, “Bidding games
    on Markov decision processes,” in <i> Proceedings of the 13th International Conference
    of Reachability Problems</i>, Brussels, Belgium, 2019, vol. 11674, pp. 1–12.
  ista: 'Avni G, Henzinger TA, Ibsen-Jensen R, Novotny P. 2019. Bidding games on Markov
    decision processes.  Proceedings of the 13th International Conference of Reachability
    Problems. RP: Reachability Problems, LNCS, vol. 11674, 1–12.'
  mla: Avni, Guy, et al. “Bidding Games on Markov Decision Processes.” <i> Proceedings
    of the 13th International Conference of Reachability Problems</i>, vol. 11674,
    Springer, 2019, pp. 1–12, doi:<a href="https://doi.org/10.1007/978-3-030-30806-3_1">10.1007/978-3-030-30806-3_1</a>.
  short: G. Avni, T.A. Henzinger, R. Ibsen-Jensen, P. Novotny, in:,  Proceedings of
    the 13th International Conference of Reachability Problems, Springer, 2019, pp.
    1–12.
conference:
  end_date: 2019-09-13
  location: Brussels, Belgium
  name: 'RP: Reachability Problems'
  start_date: 2019-09-11
date_created: 2019-08-19T07:58:10Z
date_published: 2019-09-06T00:00:00Z
date_updated: 2021-01-12T08:09:12Z
day: '06'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-030-30806-3_1
file:
- access_level: open_access
  checksum: 45ebbc709af2b247d28c7c293c01504b
  content_type: application/pdf
  creator: gavni
  date_created: 2019-08-19T07:56:40Z
  date_updated: 2020-07-14T12:47:41Z
  file_id: '6823'
  file_name: prob.pdf
  file_size: 436635
  relation: main_file
file_date_updated: 2020-07-14T12:47:41Z
has_accepted_license: '1'
intvolume: '     11674'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
page: 1-12
project:
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: ' Proceedings of the 13th International Conference of Reachability Problems'
publication_identifier:
  isbn:
  - 978-303030805-6
  issn:
  - 0302-9743
publication_status: published
publisher: Springer
quality_controlled: '1'
scopus_import: 1
status: public
title: Bidding games on Markov decision processes
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 11674
year: '2019'
...
---
_id: '6884'
abstract:
- lang: eng
  text: 'In two-player games on graphs, the players move a token through a graph to
    produce a finite or infinite path, which determines the qualitative winner or
    quantitative payoff of the game. We study bidding games in which the players bid
    for the right to move the token. Several bidding rules were studied previously.
    In Richman bidding, in each round, the players simultaneously submit bids, and
    the higher bidder moves the token and pays the other player. Poorman bidding is
    similar except that the winner of the bidding pays the "bank" rather than the
    other player. Taxman bidding spans the spectrum between Richman and poorman bidding.
    They are parameterized by a constant tau in [0,1]: portion tau of the winning
    bid is paid to the other player, and portion 1-tau to the bank. While finite-duration
    (reachability) taxman games have been studied before, we present, for the first
    time, results on infinite-duration taxman games. It was previously shown that
    both Richman and poorman infinite-duration games with qualitative objectives reduce
    to reachability games, and we show a similar result here. Our most interesting
    results concern quantitative taxman games, namely mean-payoff games, where poorman
    and Richman bidding differ significantly. A central quantity in these games is
    the ratio between the two players'' initial budgets. While in poorman mean-payoff
    games, the optimal payoff of a player depends on the initial ratio, in Richman
    bidding, the payoff depends only on the structure of the game. In both games the
    optimal payoffs can be found using (different) probabilistic connections with
    random-turn games in which in each turn, instead of bidding, a coin is tossed
    to determine which player moves. While the value with Richman bidding equals the
    value of a random-turn game with an un-biased coin, with poorman bidding, the
    bias in the coin is the initial ratio of the budgets. We give a complete classification
    of mean-payoff taxman games that is based on a probabilistic connection: the value
    of a taxman bidding game with parameter tau and initial ratio r, equals the value
    of a random-turn game that uses a coin with bias F(tau, r) = (r+tau * (1-r))/(1+tau).
    Thus, we show that Richman bidding is the exception; namely, for every tau <1,
    the value of the game depends on the initial ratio. Our proof technique simplifies
    and unifies the previous proof techniques for both Richman and poorman bidding. '
alternative_title:
- LIPIcs
article_number: '11'
arxiv: 1
author:
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Dorde
  full_name: Zikelic, Dorde
  id: 294AA7A6-F248-11E8-B48F-1D18A9856A87
  last_name: Zikelic
citation:
  ama: 'Avni G, Henzinger TA, Zikelic D. Bidding mechanisms in graph games. In: Vol
    138. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:<a href="https://doi.org/10.4230/LIPICS.MFCS.2019.11">10.4230/LIPICS.MFCS.2019.11</a>'
  apa: 'Avni, G., Henzinger, T. A., &#38; Zikelic, D. (2019). Bidding mechanisms in
    graph games (Vol. 138). Presented at the MFCS: nternational Symposium on Mathematical
    Foundations of Computer Science, Aachen, Germany: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPICS.MFCS.2019.11">https://doi.org/10.4230/LIPICS.MFCS.2019.11</a>'
  chicago: Avni, Guy, Thomas A Henzinger, and Dorde Zikelic. “Bidding Mechanisms in
    Graph Games,” Vol. 138. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019.
    <a href="https://doi.org/10.4230/LIPICS.MFCS.2019.11">https://doi.org/10.4230/LIPICS.MFCS.2019.11</a>.
  ieee: 'G. Avni, T. A. Henzinger, and D. Zikelic, “Bidding mechanisms in graph games,”
    presented at the MFCS: nternational Symposium on Mathematical Foundations of Computer
    Science, Aachen, Germany, 2019, vol. 138.'
  ista: 'Avni G, Henzinger TA, Zikelic D. 2019. Bidding mechanisms in graph games.
    MFCS: nternational Symposium on Mathematical Foundations of Computer Science,
    LIPIcs, vol. 138, 11.'
  mla: Avni, Guy, et al. <i>Bidding Mechanisms in Graph Games</i>. Vol. 138, 11, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:<a href="https://doi.org/10.4230/LIPICS.MFCS.2019.11">10.4230/LIPICS.MFCS.2019.11</a>.
  short: G. Avni, T.A. Henzinger, D. Zikelic, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2019.
conference:
  end_date: 2019-08-30
  location: Aachen, Germany
  name: 'MFCS: nternational Symposium on Mathematical Foundations of Computer Science'
  start_date: 2019-08-26
date_created: 2019-09-18T08:04:26Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2023-08-07T14:08:34Z
day: '01'
ddc:
- '004'
department:
- _id: ToHe
- _id: KrCh
doi: 10.4230/LIPICS.MFCS.2019.11
ec_funded: 1
external_id:
  arxiv:
  - '1905.03835'
file:
- access_level: open_access
  checksum: 6346e116a4f4ed1414174d96d2c4fbd7
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-09-27T11:45:15Z
  date_updated: 2020-07-14T12:47:42Z
  file_id: '6913'
  file_name: 2019_LIPIcs_Avni.pdf
  file_size: 554457
  relation: main_file
file_date_updated: 2020-07-14T12:47:42Z
has_accepted_license: '1'
intvolume: '       138'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
  record:
  - id: '9239'
    relation: later_version
    status: public
scopus_import: 1
status: public
title: Bidding mechanisms in graph games
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 138
year: '2019'
...
---
_id: '6885'
abstract:
- lang: eng
  text: 'A vector addition system with states (VASS) consists of a finite set of states
    and counters. A configuration is a state and a value for each counter; a transition
    changes the state and each counter is incremented, decremented, or left unchanged.
    While qualitative properties such as state and configuration reachability have
    been studied for VASS, we consider the long-run average cost of infinite computations
    of VASS. The cost of a configuration is for each state, a linear combination of
    the counter values. In the special case of uniform cost functions, the linear
    combination is the same for all states. The (regular) long-run emptiness problem
    is, given a VASS, a cost function, and a threshold value, if there is a (lasso-shaped)
    computation such that the long-run average value of the cost function does not
    exceed the threshold. For uniform cost functions, we show that the regular long-run
    emptiness problem is (a) decidable in polynomial time for integer-valued VASS,
    and (b) decidable but nonelementarily hard for natural-valued VASS (i.e., nonnegative
    counters). For general cost functions, we show that the problem is (c) NP-complete
    for integer-valued VASS, and (d) undecidable for natural-valued VASS. Our most
    interesting result is for (c) integer-valued VASS with general cost functions,
    where we establish a connection between the regular long-run emptiness problem
    and quadratic Diophantine inequalities. The general (nonregular) long-run emptiness
    problem is equally hard as the regular problem in all cases except (c), where
    it remains open. '
alternative_title:
- LIPIcs
article_number: '27'
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Jan
  full_name: Otop, Jan
  last_name: Otop
citation:
  ama: 'Chatterjee K, Henzinger TA, Otop J. Long-run average behavior of vector addition
    systems with states. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
    2019. doi:<a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.27">10.4230/LIPICS.CONCUR.2019.27</a>'
  apa: 'Chatterjee, K., Henzinger, T. A., &#38; Otop, J. (2019). Long-run average
    behavior of vector addition systems with states (Vol. 140). Presented at the CONCUR:
    International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.27">https://doi.org/10.4230/LIPICS.CONCUR.2019.27</a>'
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. “Long-Run Average
    Behavior of Vector Addition Systems with States,” Vol. 140. Schloss Dagstuhl -
    Leibniz-Zentrum für Informatik, 2019. <a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.27">https://doi.org/10.4230/LIPICS.CONCUR.2019.27</a>.
  ieee: 'K. Chatterjee, T. A. Henzinger, and J. Otop, “Long-run average behavior of
    vector addition systems with states,” presented at the CONCUR: International Conference
    on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.'
  ista: 'Chatterjee K, Henzinger TA, Otop J. 2019. Long-run average behavior of vector
    addition systems with states. CONCUR: International Conference on Concurrency
    Theory, LIPIcs, vol. 140, 27.'
  mla: Chatterjee, Krishnendu, et al. <i>Long-Run Average Behavior of Vector Addition
    Systems with States</i>. Vol. 140, 27, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2019, doi:<a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.27">10.4230/LIPICS.CONCUR.2019.27</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2019.
conference:
  end_date: 2019-08-30
  location: Amsterdam, Netherlands
  name: 'CONCUR: International Conference on Concurrency Theory'
  start_date: 2019-08-27
date_created: 2019-09-18T08:06:14Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2021-01-12T08:09:27Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
- _id: KrCh
doi: 10.4230/LIPICS.CONCUR.2019.27
file:
- access_level: open_access
  checksum: 4985e26e1572d1575d64d38acabd71d6
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-09-27T12:09:35Z
  date_updated: 2020-07-14T12:47:43Z
  file_id: '6914'
  file_name: 2019_LIPIcs_Chatterjee.pdf
  file_size: 538120
  relation: main_file
file_date_updated: 2020-07-14T12:47:43Z
has_accepted_license: '1'
intvolume: '       140'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: 1
status: public
title: Long-run average behavior of vector addition systems with states
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 140
year: '2019'
...
---
_id: '6886'
abstract:
- lang: eng
  text: 'In two-player games on graphs, the players move a token through a graph to
    produce an infinite path, which determines the winner of the game. Such games
    are central in formal methods since they model the interaction between a non-terminating
    system and its environment. In bidding games the players bid for the right to
    move the token: in each round, the players simultaneously submit bids, and the
    higher bidder moves the token and pays the other player. Bidding games are known
    to have a clean and elegant mathematical structure that relies on the ability
    of the players to submit arbitrarily small bids. Many applications, however, require
    a fixed granularity for the bids, which can represent, for example, the monetary
    value expressed in cents. We study, for the first time, the combination of discrete-bidding
    and infinite-duration games. Our most important result proves that these games
    form a large determined subclass of concurrent games, where determinacy is the
    strong property that there always exists exactly one player who can guarantee
    winning the game. In particular, we show that, in contrast to non-discrete bidding
    games, the mechanism with which tied bids are resolved plays an important role
    in discrete-bidding games. We study several natural tie-breaking mechanisms and
    show that, while some do not admit determinacy, most natural mechanisms imply
    determinacy for every pair of initial budgets. '
alternative_title:
- LIPIcs
article_number: '20'
article_processing_charge: No
arxiv: 1
author:
- first_name: Milad
  full_name: Aghajohari, Milad
  last_name: Aghajohari
- first_name: Guy
  full_name: Avni, Guy
  id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Avni
  orcid: 0000-0001-5588-8287
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Aghajohari M, Avni G, Henzinger TA. Determinacy in discrete-bidding infinite-duration
    games. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:<a
    href="https://doi.org/10.4230/LIPICS.CONCUR.2019.20">10.4230/LIPICS.CONCUR.2019.20</a>'
  apa: 'Aghajohari, M., Avni, G., &#38; Henzinger, T. A. (2019). Determinacy in discrete-bidding
    infinite-duration games (Vol. 140). Presented at the CONCUR: International Conference
    on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.20">https://doi.org/10.4230/LIPICS.CONCUR.2019.20</a>'
  chicago: Aghajohari, Milad, Guy Avni, and Thomas A Henzinger. “Determinacy in Discrete-Bidding
    Infinite-Duration Games,” Vol. 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2019. <a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.20">https://doi.org/10.4230/LIPICS.CONCUR.2019.20</a>.
  ieee: 'M. Aghajohari, G. Avni, and T. A. Henzinger, “Determinacy in discrete-bidding
    infinite-duration games,” presented at the CONCUR: International Conference on
    Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.'
  ista: 'Aghajohari M, Avni G, Henzinger TA. 2019. Determinacy in discrete-bidding
    infinite-duration games. CONCUR: International Conference on Concurrency Theory,
    LIPIcs, vol. 140, 20.'
  mla: Aghajohari, Milad, et al. <i>Determinacy in Discrete-Bidding Infinite-Duration
    Games</i>. Vol. 140, 20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019,
    doi:<a href="https://doi.org/10.4230/LIPICS.CONCUR.2019.20">10.4230/LIPICS.CONCUR.2019.20</a>.
  short: M. Aghajohari, G. Avni, T.A. Henzinger, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2019.
conference:
  end_date: 2019-08-30
  location: Amsterdam, Netherlands
  name: 'CONCUR: International Conference on Concurrency Theory'
  start_date: 2019-08-27
date_created: 2019-09-18T08:06:58Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2022-01-26T08:27:10Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.4230/LIPICS.CONCUR.2019.20
external_id:
  arxiv:
  - '1905.03588'
file:
- access_level: open_access
  checksum: 4df6d3575c506edb17215adada03cc8e
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-09-27T12:21:38Z
  date_updated: 2020-07-14T12:47:43Z
  file_id: '6915'
  file_name: 2019_LIPIcs_Aghajohari.pdf
  file_size: 741425
  relation: main_file
file_date_updated: 2020-07-14T12:47:43Z
has_accepted_license: '1'
intvolume: '       140'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 264B3912-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02369
  name: Formal Methods meets Algorithmic Game Theory
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Determinacy in discrete-bidding infinite-duration games
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
  name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
  short: CC BY (3.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 140
year: '2019'
...
---
_id: '6942'
abstract:
- lang: eng
  text: "Graph games and Markov decision processes (MDPs) are standard models in reactive
    synthesis and verification of probabilistic systems with nondeterminism. The class
    of   \U0001D714 -regular winning conditions; e.g., safety, reachability, liveness,
    parity conditions; provides a robust and expressive specification formalism for
    properties that arise in analysis of reactive systems. The resolutions of nondeterminism
    in games and MDPs are represented as strategies, and we consider succinct representation
    of such strategies. The decision-tree data structure from machine learning retains
    the flavor of decisions of strategies and allows entropy-based minimization to
    obtain succinct trees. However, in contrast to traditional machine-learning problems
    where small errors are allowed, for winning strategies in graph games and MDPs
    no error is allowed, and the decision tree must represent the entire strategy.
    In this work we propose decision trees with linear classifiers for representation
    of strategies in graph games and MDPs. We have implemented strategy representation
    using this data structure and we present experimental results for problems on
    graph games and MDPs, which show that this new data structure presents a much
    more efficient strategy representation as compared to standard decision trees."
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Pranav
  full_name: Ashok, Pranav
  last_name: Ashok
- first_name: Tomáš
  full_name: Brázdil, Tomáš
  last_name: Brázdil
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Jan
  full_name: Křetínský, Jan
  last_name: Křetínský
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
- first_name: Viktor
  full_name: Toman, Viktor
  id: 3AF3DA7C-F248-11E8-B48F-1D18A9856A87
  last_name: Toman
  orcid: 0000-0001-9036-063X
citation:
  ama: 'Ashok P, Brázdil T, Chatterjee K, Křetínský J, Lampert C, Toman V. Strategy
    representation by decision trees with linear classifiers. In: <i>16th International
    Conference on Quantitative Evaluation of Systems</i>. Vol 11785. Springer Nature;
    2019:109-128. doi:<a href="https://doi.org/10.1007/978-3-030-30281-8_7">10.1007/978-3-030-30281-8_7</a>'
  apa: 'Ashok, P., Brázdil, T., Chatterjee, K., Křetínský, J., Lampert, C., &#38;
    Toman, V. (2019). Strategy representation by decision trees with linear classifiers.
    In <i>16th International Conference on Quantitative Evaluation of Systems</i>
    (Vol. 11785, pp. 109–128). Glasgow, United Kingdom: Springer Nature. <a href="https://doi.org/10.1007/978-3-030-30281-8_7">https://doi.org/10.1007/978-3-030-30281-8_7</a>'
  chicago: Ashok, Pranav, Tomáš Brázdil, Krishnendu Chatterjee, Jan Křetínský, Christoph
    Lampert, and Viktor Toman. “Strategy Representation by Decision Trees with Linear
    Classifiers.” In <i>16th International Conference on Quantitative Evaluation of
    Systems</i>, 11785:109–28. Springer Nature, 2019. <a href="https://doi.org/10.1007/978-3-030-30281-8_7">https://doi.org/10.1007/978-3-030-30281-8_7</a>.
  ieee: P. Ashok, T. Brázdil, K. Chatterjee, J. Křetínský, C. Lampert, and V. Toman,
    “Strategy representation by decision trees with linear classifiers,” in <i>16th
    International Conference on Quantitative Evaluation of Systems</i>, Glasgow, United
    Kingdom, 2019, vol. 11785, pp. 109–128.
  ista: 'Ashok P, Brázdil T, Chatterjee K, Křetínský J, Lampert C, Toman V. 2019.
    Strategy representation by decision trees with linear classifiers. 16th International
    Conference on Quantitative Evaluation of Systems. QEST: Quantitative Evaluation
    of Systems, LNCS, vol. 11785, 109–128.'
  mla: Ashok, Pranav, et al. “Strategy Representation by Decision Trees with Linear
    Classifiers.” <i>16th International Conference on Quantitative Evaluation of Systems</i>,
    vol. 11785, Springer Nature, 2019, pp. 109–28, doi:<a href="https://doi.org/10.1007/978-3-030-30281-8_7">10.1007/978-3-030-30281-8_7</a>.
  short: P. Ashok, T. Brázdil, K. Chatterjee, J. Křetínský, C. Lampert, V. Toman,
    in:, 16th International Conference on Quantitative Evaluation of Systems, Springer
    Nature, 2019, pp. 109–128.
conference:
  end_date: 2019-09-12
  location: Glasgow, United Kingdom
  name: 'QEST: Quantitative Evaluation of Systems'
  start_date: 2019-09-10
date_created: 2019-10-14T06:57:49Z
date_published: 2019-09-04T00:00:00Z
date_updated: 2025-06-02T08:53:47Z
day: '04'
department:
- _id: KrCh
- _id: ChLa
doi: 10.1007/978-3-030-30281-8_7
external_id:
  arxiv:
  - '1906.08178'
  isi:
  - '000679281300007'
intvolume: '     11785'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1906.08178
month: '09'
oa: 1
oa_version: Preprint
page: 109-128
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25892FC0-B435-11E9-9278-68D0E5697425
  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
publication: 16th International Conference on Quantitative Evaluation of Systems
publication_identifier:
  eisbn:
  - '9783030302818'
  isbn:
  - '9783030302801'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Strategy representation by decision trees with linear classifiers
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 11785
year: '2019'
...
---
_id: '7159'
abstract:
- lang: eng
  text: 'Cyber-physical systems (CPS) and the Internet-of-Things (IoT) result in a
    tremendous amount of generated, measured and recorded time-series data. Extracting
    temporal segments that encode patterns with useful information out of these huge
    amounts of data is an extremely difficult problem. We propose shape expressions
    as a declarative formalism for specifying, querying and extracting sophisticated
    temporal patterns from possibly noisy data. Shape expressions are regular expressions
    with arbitrary (linear, exponential, sinusoidal, etc.) shapes with parameters
    as atomic predicates and additional constraints on these parameters. We equip
    shape expressions with a novel noisy semantics that combines regular expression
    matching semantics with statistical regression. We characterize essential properties
    of the formalism and propose an efficient approximate shape expression matching
    procedure. We demonstrate the wide applicability of this technique on two case
    studies. '
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Dejan
  full_name: Ničković, Dejan
  last_name: Ničković
- first_name: Xin
  full_name: Qin, Xin
  last_name: Qin
- first_name: Thomas
  full_name: Ferrere, Thomas
  id: 40960E6E-F248-11E8-B48F-1D18A9856A87
  last_name: Ferrere
  orcid: 0000-0001-5199-3143
- first_name: Cristinel
  full_name: Mateis, Cristinel
  last_name: Mateis
- first_name: Jyotirmoy
  full_name: Deshmukh, Jyotirmoy
  last_name: Deshmukh
citation:
  ama: 'Ničković D, Qin X, Ferrere T, Mateis C, Deshmukh J. Shape expressions for
    specifying and extracting signal features. In: <i>19th International Conference
    on Runtime Verification</i>. Vol 11757. Springer Nature; 2019:292-309. doi:<a
    href="https://doi.org/10.1007/978-3-030-32079-9_17">10.1007/978-3-030-32079-9_17</a>'
  apa: 'Ničković, D., Qin, X., Ferrere, T., Mateis, C., &#38; Deshmukh, J. (2019).
    Shape expressions for specifying and extracting signal features. In <i>19th International
    Conference on Runtime Verification</i> (Vol. 11757, pp. 292–309). Porto, Portugal:
    Springer Nature. <a href="https://doi.org/10.1007/978-3-030-32079-9_17">https://doi.org/10.1007/978-3-030-32079-9_17</a>'
  chicago: Ničković, Dejan, Xin Qin, Thomas Ferrere, Cristinel Mateis, and Jyotirmoy
    Deshmukh. “Shape Expressions for Specifying and Extracting Signal Features.” In
    <i>19th International Conference on Runtime Verification</i>, 11757:292–309. Springer
    Nature, 2019. <a href="https://doi.org/10.1007/978-3-030-32079-9_17">https://doi.org/10.1007/978-3-030-32079-9_17</a>.
  ieee: D. Ničković, X. Qin, T. Ferrere, C. Mateis, and J. Deshmukh, “Shape expressions
    for specifying and extracting signal features,” in <i>19th International Conference
    on Runtime Verification</i>, Porto, Portugal, 2019, vol. 11757, pp. 292–309.
  ista: 'Ničković D, Qin X, Ferrere T, Mateis C, Deshmukh J. 2019. Shape expressions
    for specifying and extracting signal features. 19th International Conference on
    Runtime Verification. RV: Runtime Verification, LNCS, vol. 11757, 292–309.'
  mla: Ničković, Dejan, et al. “Shape Expressions for Specifying and Extracting Signal
    Features.” <i>19th International Conference on Runtime Verification</i>, vol.
    11757, Springer Nature, 2019, pp. 292–309, doi:<a href="https://doi.org/10.1007/978-3-030-32079-9_17">10.1007/978-3-030-32079-9_17</a>.
  short: D. Ničković, X. Qin, T. Ferrere, C. Mateis, J. Deshmukh, in:, 19th International
    Conference on Runtime Verification, Springer Nature, 2019, pp. 292–309.
conference:
  end_date: 2019-10-11
  location: Porto, Portugal
  name: 'RV: Runtime Verification'
  start_date: 2019-10-08
date_created: 2019-12-09T08:47:55Z
date_published: 2019-10-01T00:00:00Z
date_updated: 2023-09-06T11:24:10Z
day: '01'
department:
- _id: ToHe
doi: 10.1007/978-3-030-32079-9_17
external_id:
  isi:
  - '000570006300017'
intvolume: '     11757'
isi: 1
language:
- iso: eng
month: '10'
oa_version: None
page: 292-309
project:
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
publication: 19th International Conference on Runtime Verification
publication_identifier:
  isbn:
  - '9783030320782'
  - '9783030320799'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Shape expressions for specifying and extracting signal features
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 11757
year: '2019'
...
---
_id: '7453'
abstract:
- lang: eng
  text: We illustrate the ingredients of the state-of-the-art of model-based approach
    for the formal design and verification of cyber-physical systems. To capture the
    interaction between a discrete controller and its continuously evolving environment,
    we use the formal models of timed and hybrid automata. We explain the steps of
    modeling and verification in the tools Uppaal and SpaceEx using a case study based
    on a dual-chamber implantable pacemaker monitoring a human heart. We show how
    to design a model as a composition of components, how to construct models at varying
    levels of detail, how to establish that one model is an abstraction of another,
    how to specify correctness requirements using temporal logic, and how to verify
    that a model satisfies a logical requirement.
acknowledgement: This research was supported in part by the Austrian Science Fund
  (FWF) under grants S11402-N23(RiSE/SHiNE) and Z211-N23 (Wittgenstein Award). This
  research has received funding from the Sino-Danish Basic Research Centre, IDEA4CPS,
  funded by the Danish National Research Foundation and the National Science Foundation,
  China, the Innovation Fund Denmark centre DiCyPS, as well as the ERC Advanced Grant
  LASSO.
alternative_title:
- Lecture Notes in Computer Science
article_processing_charge: No
author:
- first_name: Rajeev
  full_name: Alur, Rajeev
  last_name: Alur
- first_name: Mirco
  full_name: Giacobbe, Mirco
  id: 3444EA5E-F248-11E8-B48F-1D18A9856A87
  last_name: Giacobbe
  orcid: 0000-0001-8180-0904
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Kim G.
  full_name: Larsen, Kim G.
  last_name: Larsen
- first_name: Marius
  full_name: Mikučionis, Marius
  last_name: Mikučionis
citation:
  ama: 'Alur R, Giacobbe M, Henzinger TA, Larsen KG, Mikučionis M. Continuous-time
    models for system design and analysis. In: Steffen B, Woeginger G, eds. <i>Computing
    and Software Science</i>. Vol 10000. LNCS. Springer Nature; 2019:452-477. doi:<a
    href="https://doi.org/10.1007/978-3-319-91908-9_22">10.1007/978-3-319-91908-9_22</a>'
  apa: Alur, R., Giacobbe, M., Henzinger, T. A., Larsen, K. G., &#38; Mikučionis,
    M. (2019). Continuous-time models for system design and analysis. In B. Steffen
    &#38; G. Woeginger (Eds.), <i>Computing and Software Science</i> (Vol. 10000,
    pp. 452–477). Springer Nature. <a href="https://doi.org/10.1007/978-3-319-91908-9_22">https://doi.org/10.1007/978-3-319-91908-9_22</a>
  chicago: Alur, Rajeev, Mirco Giacobbe, Thomas A Henzinger, Kim G. Larsen, and Marius
    Mikučionis. “Continuous-Time Models for System Design and Analysis.” In <i>Computing
    and Software Science</i>, edited by Bernhard Steffen and Gerhard Woeginger, 10000:452–77.
    LNCS. Springer Nature, 2019. <a href="https://doi.org/10.1007/978-3-319-91908-9_22">https://doi.org/10.1007/978-3-319-91908-9_22</a>.
  ieee: R. Alur, M. Giacobbe, T. A. Henzinger, K. G. Larsen, and M. Mikučionis, “Continuous-time
    models for system design and analysis,” in <i>Computing and Software Science</i>,
    vol. 10000, B. Steffen and G. Woeginger, Eds. Springer Nature, 2019, pp. 452–477.
  ista: 'Alur R, Giacobbe M, Henzinger TA, Larsen KG, Mikučionis M. 2019.Continuous-time
    models for system design and analysis. In: Computing and Software Science. Lecture
    Notes in Computer Science, vol. 10000, 452–477.'
  mla: Alur, Rajeev, et al. “Continuous-Time Models for System Design and Analysis.”
    <i>Computing and Software Science</i>, edited by Bernhard Steffen and Gerhard
    Woeginger, vol. 10000, Springer Nature, 2019, pp. 452–77, doi:<a href="https://doi.org/10.1007/978-3-319-91908-9_22">10.1007/978-3-319-91908-9_22</a>.
  short: R. Alur, M. Giacobbe, T.A. Henzinger, K.G. Larsen, M. Mikučionis, in:, B.
    Steffen, G. Woeginger (Eds.), Computing and Software Science, Springer Nature,
    2019, pp. 452–477.
date_created: 2020-02-05T10:51:44Z
date_published: 2019-10-05T00:00:00Z
date_updated: 2022-09-06T08:25:52Z
day: '05'
department:
- _id: ToHe
doi: 10.1007/978-3-319-91908-9_22
editor:
- first_name: Bernhard
  full_name: Steffen, Bernhard
  last_name: Steffen
- first_name: Gerhard
  full_name: Woeginger, Gerhard
  last_name: Woeginger
intvolume: '     10000'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-3-319-91908-9_22
month: '10'
oa: 1
oa_version: Published Version
page: 452-477
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: Computing and Software Science
publication_identifier:
  eisbn:
  - '9783319919089'
  eissn:
  - 0302-9743
  isbn:
  - '9783319919072'
  issn:
  - 1611-3349
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: LNCS
status: public
title: Continuous-time models for system design and analysis
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10000
year: '2019'
...
---
_id: '133'
abstract:
- lang: eng
  text: Synchronous programs are easy to specify because the side effects of an operation
    are finished by the time the invocation of the operation returns to the caller.
    Asynchronous programs, on the other hand, are difficult to specify because there
    are side effects due to pending computation scheduled as a result of the invocation
    of an operation. They are also difficult to verify because of the large number
    of possible interleavings of concurrent computation threads. We present synchronization,
    a new proof rule that simplifies the verification of asynchronous programs by
    introducing the fiction, for proof purposes, that asynchronous operations complete
    synchronously. Synchronization summarizes an asynchronous computation as immediate
    atomic effect. Modular verification is enabled via pending asynchronous calls
    in atomic summaries, and a complementary proof rule that eliminates pending asynchronous
    calls when components and their specifications are composed. We evaluate synchronization
    in the context of a multi-layer refinement verification methodology on a collection
    of benchmark programs.
alternative_title:
- LIPIcs
article_number: '21'
author:
- first_name: Bernhard
  full_name: Kragl, Bernhard
  id: 320FC952-F248-11E8-B48F-1D18A9856A87
  last_name: Kragl
  orcid: 0000-0001-7745-9117
- first_name: Shaz
  full_name: Qadeer, Shaz
  last_name: Qadeer
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Kragl B, Qadeer S, Henzinger TA. Synchronizing the asynchronous. In: Vol 118.
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2018. doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2018.21">10.4230/LIPIcs.CONCUR.2018.21</a>'
  apa: 'Kragl, B., Qadeer, S., &#38; Henzinger, T. A. (2018). Synchronizing the asynchronous
    (Vol. 118). Presented at the CONCUR: International Conference on Concurrency Theory,
    Beijing, China: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2018.21">https://doi.org/10.4230/LIPIcs.CONCUR.2018.21</a>'
  chicago: Kragl, Bernhard, Shaz Qadeer, and Thomas A Henzinger. “Synchronizing the
    Asynchronous,” Vol. 118. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2018.
    <a href="https://doi.org/10.4230/LIPIcs.CONCUR.2018.21">https://doi.org/10.4230/LIPIcs.CONCUR.2018.21</a>.
  ieee: 'B. Kragl, S. Qadeer, and T. A. Henzinger, “Synchronizing the asynchronous,”
    presented at the CONCUR: International Conference on Concurrency Theory, Beijing,
    China, 2018, vol. 118.'
  ista: 'Kragl B, Qadeer S, Henzinger TA. 2018. Synchronizing the asynchronous. CONCUR:
    International Conference on Concurrency Theory, LIPIcs, vol. 118, 21.'
  mla: Kragl, Bernhard, et al. <i>Synchronizing the Asynchronous</i>. Vol. 118, 21,
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2018, doi:<a href="https://doi.org/10.4230/LIPIcs.CONCUR.2018.21">10.4230/LIPIcs.CONCUR.2018.21</a>.
  short: B. Kragl, S. Qadeer, T.A. Henzinger, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2018.
conference:
  end_date: 2018-09-07
  location: Beijing, China
  name: 'CONCUR: International Conference on Concurrency Theory'
  start_date: 2018-09-04
date_created: 2018-12-11T11:44:48Z
date_published: 2018-08-13T00:00:00Z
date_updated: 2023-09-07T13:18:00Z
day: '13'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.4230/LIPIcs.CONCUR.2018.21
file:
- access_level: open_access
  checksum: c90895f4c5fafc18ddc54d1c8848077e
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:18:46Z
  date_updated: 2020-07-14T12:44:44Z
  file_id: '5368'
  file_name: IST-2018-853-v2+2_concur2018.pdf
  file_size: 745438
  relation: main_file
file_date_updated: 2020-07-14T12:44:44Z
has_accepted_license: '1'
intvolume: '       118'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
publication_identifier:
  issn:
  - '18688969'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '7790'
pubrep_id: '1039'
quality_controlled: '1'
related_material:
  record:
  - id: '6426'
    relation: earlier_version
    status: public
  - id: '8332'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: Synchronizing the asynchronous
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 118
year: '2018'
...
---
_id: '3316'
abstract:
- lang: eng
  text: In addition to being correct, a system should be robust, that is, it should
    behave reasonably even after receiving unexpected inputs. In this paper, we summarize
    two formal notions of robustness that we have introduced previously for reactive
    systems. One of the notions is based on assigning costs for failures on a user-provided
    notion of incorrect transitions in a specification. Here, we define a system to
    be robust if a finite number of incorrect inputs does not lead to an infinite
    number of incorrect outputs. We also give a more refined notion of robustness
    that aims to minimize the ratio of output failures to input failures. The second
    notion is aimed at liveness. In contrast to the previous notion, it has no concept
    of recovery from an error. Instead, it compares the ratio of the number of liveness
    constraints that the system violates to the number of liveness constraints that
    the environment violates.
article_processing_charge: No
author:
- first_name: Roderick
  full_name: Bloem, Roderick
  last_name: Bloem
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Karin
  full_name: Greimel, Karin
  last_name: Greimel
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Barbara
  full_name: Jobstmann, Barbara
  last_name: Jobstmann
citation:
  ama: 'Bloem R, Chatterjee K, Greimel K, Henzinger TA, Jobstmann B. Specification-centered
    robustness. In: <i>6th IEEE International Symposium on Industrial and Embedded
    Systems</i>. IEEE; 2011:176-185. doi:<a href="https://doi.org/10.1109/SIES.2011.5953660">10.1109/SIES.2011.5953660</a>'
  apa: 'Bloem, R., Chatterjee, K., Greimel, K., Henzinger, T. A., &#38; Jobstmann,
    B. (2011). Specification-centered robustness. In <i>6th IEEE International Symposium
    on Industrial and Embedded Systems</i> (pp. 176–185). Vasteras, Sweden: IEEE.
    <a href="https://doi.org/10.1109/SIES.2011.5953660">https://doi.org/10.1109/SIES.2011.5953660</a>'
  chicago: Bloem, Roderick, Krishnendu Chatterjee, Karin Greimel, Thomas A Henzinger,
    and Barbara Jobstmann. “Specification-Centered Robustness.” In <i>6th IEEE International
    Symposium on Industrial and Embedded Systems</i>, 176–85. IEEE, 2011. <a href="https://doi.org/10.1109/SIES.2011.5953660">https://doi.org/10.1109/SIES.2011.5953660</a>.
  ieee: R. Bloem, K. Chatterjee, K. Greimel, T. A. Henzinger, and B. Jobstmann, “Specification-centered
    robustness,” in <i>6th IEEE International Symposium on Industrial and Embedded
    Systems</i>, Vasteras, Sweden, 2011, pp. 176–185.
  ista: 'Bloem R, Chatterjee K, Greimel K, Henzinger TA, Jobstmann B. 2011. Specification-centered
    robustness. 6th IEEE International Symposium on Industrial and Embedded Systems.  SIES:
    International Symposium on Industrial Embedded Systems, 176–185.'
  mla: Bloem, Roderick, et al. “Specification-Centered Robustness.” <i>6th IEEE International
    Symposium on Industrial and Embedded Systems</i>, IEEE, 2011, pp. 176–85, doi:<a
    href="https://doi.org/10.1109/SIES.2011.5953660">10.1109/SIES.2011.5953660</a>.
  short: R. Bloem, K. Chatterjee, K. Greimel, T.A. Henzinger, B. Jobstmann, in:, 6th
    IEEE International Symposium on Industrial and Embedded Systems, IEEE, 2011, pp.
    176–185.
conference:
  end_date: 2011-06-17
  location: Vasteras, Sweden
  name: ' SIES: International Symposium on Industrial Embedded Systems'
  start_date: 2011-06-15
date_created: 2018-12-11T12:02:38Z
date_published: 2011-07-14T00:00:00Z
date_updated: 2021-01-12T07:42:36Z
day: '14'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1109/SIES.2011.5953660
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://openlib.tugraz.at/download.php?id=5cb57c8a49344&location=browse
month: '07'
oa: 1
oa_version: Published Version
page: 176 - 185
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F1337C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '214373'
  name: Design for Embedded Systems
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: 6th IEEE International Symposium on Industrial and Embedded Systems
publication_status: published
publisher: IEEE
publist_id: '3323'
quality_controlled: '1'
scopus_import: 1
status: public
title: Specification-centered robustness
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
