---
_id: '535'
abstract:
- lang: eng
  text: Energy games belong to a class of turn-based two-player infinite-duration
    games played on a weighted directed graph. It is one of the rare and intriguing
    combinatorial problems that lie in NP∩co-NP, but are not known to be in P. The
    existence of polynomial-time algorithms has been a major open problem for decades
    and apart from pseudopolynomial algorithms there is no algorithm that solves any
    non-trivial subclass in polynomial time. In this paper, we give several results
    based on the weight structures of the graph. First, we identify a notion of penalty
    and present a polynomial-time algorithm when the penalty is large. Our algorithm
    is the first polynomial-time algorithm on a large class of weighted graphs. It
    includes several worst-case instances on which previous algorithms, such as value
    iteration and random facet algorithms, require at least sub-exponential time.
    Our main technique is developing the first non-trivial approximation algorithm
    and showing how to convert it to an exact algorithm. Moreover, we show that in
    a practical case in verification where weights are clustered around a constant
    number of values, the energy game problem can be solved in polynomial time. We
    also show that the problem is still as hard as in general when the clique-width
    is bounded or the graph is strongly ergodic, suggesting that restricting the graph
    structure does not necessarily help.
article_processing_charge: No
article_type: original
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: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Sebastian
  full_name: Krinninger, Sebastian
  last_name: Krinninger
- first_name: Danupon
  full_name: Nanongkai, Danupon
  last_name: Nanongkai
citation:
  ama: Chatterjee K, Henzinger MH, Krinninger S, Nanongkai D. Polynomial-time algorithms
    for energy games with special weight structures. <i>Algorithmica</i>. 2014;70(3):457-492.
    doi:<a href="https://doi.org/10.1007/s00453-013-9843-7">10.1007/s00453-013-9843-7</a>
  apa: Chatterjee, K., Henzinger, M. H., Krinninger, S., &#38; Nanongkai, D. (2014).
    Polynomial-time algorithms for energy games with special weight structures. <i>Algorithmica</i>.
    Springer. <a href="https://doi.org/10.1007/s00453-013-9843-7">https://doi.org/10.1007/s00453-013-9843-7</a>
  chicago: Chatterjee, Krishnendu, Monika H Henzinger, Sebastian Krinninger, and Danupon
    Nanongkai. “Polynomial-Time Algorithms for Energy Games with Special Weight Structures.”
    <i>Algorithmica</i>. Springer, 2014. <a href="https://doi.org/10.1007/s00453-013-9843-7">https://doi.org/10.1007/s00453-013-9843-7</a>.
  ieee: K. Chatterjee, M. H. Henzinger, S. Krinninger, and D. Nanongkai, “Polynomial-time
    algorithms for energy games with special weight structures,” <i>Algorithmica</i>,
    vol. 70, no. 3. Springer, pp. 457–492, 2014.
  ista: Chatterjee K, Henzinger MH, Krinninger S, Nanongkai D. 2014. Polynomial-time
    algorithms for energy games with special weight structures. Algorithmica. 70(3),
    457–492.
  mla: Chatterjee, Krishnendu, et al. “Polynomial-Time Algorithms for Energy Games
    with Special Weight Structures.” <i>Algorithmica</i>, vol. 70, no. 3, Springer,
    2014, pp. 457–92, doi:<a href="https://doi.org/10.1007/s00453-013-9843-7">10.1007/s00453-013-9843-7</a>.
  short: K. Chatterjee, M.H. Henzinger, S. Krinninger, D. Nanongkai, Algorithmica
    70 (2014) 457–492.
date_created: 2018-12-11T11:47:01Z
date_published: 2014-11-01T00:00:00Z
date_updated: 2023-09-05T14:09:29Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/s00453-013-9843-7
ec_funded: 1
external_id:
  arxiv:
  - '1604.08234'
intvolume: '        70'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1604.08234
month: '11'
oa: 1
oa_version: Preprint
page: 457 - 492
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Algorithmica
publication_status: published
publisher: Springer
publist_id: '7282'
quality_controlled: '1'
related_material:
  record:
  - id: '10905'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Polynomial-time algorithms for energy games with special weight structures
type: journal_article
user_id: 72615eeb-f1f3-11ec-aa25-d4573ddc34fd
volume: 70
year: '2014'
...
---
_id: '537'
abstract:
- lang: eng
  text: Transgenerational effects are broader than only parental relationships. Despite
    mounting evidence that multigenerational effects alter phenotypic and life-history
    traits, our understanding of how they combine to determine fitness is not well
    developed because of the added complexity necessary to study them. Here, we derive
    a quantitative genetic model of adaptation to an extraordinary new environment
    by an additive genetic component, phenotypic plasticity, maternal and grandmaternal
    effects. We show how, at equilibrium, negative maternal and negative grandmaternal
    effects maximize expected population mean fitness. We define negative transgenerational
    effects as those that have a negative effect on trait expression in the subsequent
    generation, that is, they slow, or potentially reverse, the expected evolutionary
    dynamic. When maternal effects are positive, negative grandmaternal effects are
    preferred. As expected under Mendelian inheritance, the grandmaternal effects
    have a lower impact on fitness than the maternal effects, but this dual inheritance
    model predicts a more complex relationship between maternal and grandmaternal
    effects to constrain phenotypic variance and so maximize expected population mean
    fitness in the offspring.
author:
- first_name: Roshan
  full_name: Prizak, Roshan
  id: 4456104E-F248-11E8-B48F-1D18A9856A87
  last_name: Prizak
- first_name: Thomas
  full_name: Ezard, Thomas
  last_name: Ezard
- first_name: Rebecca
  full_name: Hoyle, Rebecca
  last_name: Hoyle
citation:
  ama: Prizak R, Ezard T, Hoyle R. Fitness consequences of maternal and grandmaternal
    effects. <i>Ecology and Evolution</i>. 2014;4(15):3139-3145. doi:<a href="https://doi.org/10.1002/ece3.1150">10.1002/ece3.1150</a>
  apa: Prizak, R., Ezard, T., &#38; Hoyle, R. (2014). Fitness consequences of maternal
    and grandmaternal effects. <i>Ecology and Evolution</i>. Wiley-Blackwell. <a href="https://doi.org/10.1002/ece3.1150">https://doi.org/10.1002/ece3.1150</a>
  chicago: Prizak, Roshan, Thomas Ezard, and Rebecca Hoyle. “Fitness Consequences
    of Maternal and Grandmaternal Effects.” <i>Ecology and Evolution</i>. Wiley-Blackwell,
    2014. <a href="https://doi.org/10.1002/ece3.1150">https://doi.org/10.1002/ece3.1150</a>.
  ieee: R. Prizak, T. Ezard, and R. Hoyle, “Fitness consequences of maternal and grandmaternal
    effects,” <i>Ecology and Evolution</i>, vol. 4, no. 15. Wiley-Blackwell, pp. 3139–3145,
    2014.
  ista: Prizak R, Ezard T, Hoyle R. 2014. Fitness consequences of maternal and grandmaternal
    effects. Ecology and Evolution. 4(15), 3139–3145.
  mla: Prizak, Roshan, et al. “Fitness Consequences of Maternal and Grandmaternal
    Effects.” <i>Ecology and Evolution</i>, vol. 4, no. 15, Wiley-Blackwell, 2014,
    pp. 3139–45, doi:<a href="https://doi.org/10.1002/ece3.1150">10.1002/ece3.1150</a>.
  short: R. Prizak, T. Ezard, R. Hoyle, Ecology and Evolution 4 (2014) 3139–3145.
date_created: 2018-12-11T11:47:02Z
date_published: 2014-07-19T00:00:00Z
date_updated: 2021-01-12T08:01:30Z
day: '19'
ddc:
- '530'
- '571'
department:
- _id: NiBa
- _id: GaTk
doi: 10.1002/ece3.1150
file:
- access_level: open_access
  checksum: e32abf75a248e7a11811fd7f60858769
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:11:31Z
  date_updated: 2020-07-14T12:46:38Z
  file_id: '4886'
  file_name: IST-2018-934-v1+1_Prizak_et_al-2014-Ecology_and_Evolution.pdf
  file_size: 621582
  relation: main_file
file_date_updated: 2020-07-14T12:46:38Z
has_accepted_license: '1'
intvolume: '         4'
issue: '15'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 3139 - 3145
publication: Ecology and Evolution
publication_status: published
publisher: Wiley-Blackwell
publist_id: '7280'
pubrep_id: '934'
scopus_import: 1
status: public
title: Fitness consequences of maternal and grandmaternal effects
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: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 4
year: '2014'
...
---
_id: '5411'
abstract:
- lang: eng
  text: "Model-based testing is a promising technology for black-box software and
    hardware testing, in which test cases are generated automatically from high-level
    specifications. Nowadays, systems typically consist of multiple interacting components
    and, due to their complexity, testing presents a considerable portion of the effort
    and cost in the design process. Exploiting the compositional structure of system
    specifications can considerably reduce the effort in model-based testing. Moreover,
    inferring properties about the system from testing its individual components allows
    the designer to reduce the amount of integration testing.\r\nIn this paper, we
    study compositional properties of the IOCO-testing theory. We propose a new approach
    to composition and hiding operations, inspired by contract-based design and interface
    theories. These operations preserve behaviors that are compatible under composition
    and hiding, and prune away incompatible ones. The resulting specification characterizes
    the input sequences for which the unit testing of components is sufficient to
    infer the correctness of component integration without the need for further tests.
    We provide a methodology that uses these results to minimize integration testing
    effort, but also to detect potential weaknesses in specifications. While we focus
    on asynchronous models and the IOCO conformance relation, the resulting methodology
    can be applied to a broader class of systems."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Przemyslaw
  full_name: Daca, Przemyslaw
  id: 49351290-F248-11E8-B48F-1D18A9856A87
  last_name: Daca
- 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: Willibald
  full_name: Krenn, Willibald
  last_name: Krenn
- first_name: Dejan
  full_name: Nickovic, Dejan
  id: 41BCEE5C-F248-11E8-B48F-1D18A9856A87
  last_name: Nickovic
citation:
  ama: Daca P, Henzinger TA, Krenn W, Nickovic D. <i>Compositional Specifications
    for IOCO Testing</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-148-v2-1">10.15479/AT:IST-2014-148-v2-1</a>
  apa: Daca, P., Henzinger, T. A., Krenn, W., &#38; Nickovic, D. (2014). <i>Compositional
    specifications for IOCO testing</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-148-v2-1">https://doi.org/10.15479/AT:IST-2014-148-v2-1</a>
  chicago: Daca, Przemyslaw, Thomas A Henzinger, Willibald Krenn, and Dejan Nickovic.
    <i>Compositional Specifications for IOCO Testing</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-148-v2-1">https://doi.org/10.15479/AT:IST-2014-148-v2-1</a>.
  ieee: P. Daca, T. A. Henzinger, W. Krenn, and D. Nickovic, <i>Compositional specifications
    for IOCO testing</i>. IST Austria, 2014.
  ista: Daca P, Henzinger TA, Krenn W, Nickovic D. 2014. Compositional specifications
    for IOCO testing, IST Austria, 20p.
  mla: Daca, Przemyslaw, et al. <i>Compositional Specifications for IOCO Testing</i>.
    IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-148-v2-1">10.15479/AT:IST-2014-148-v2-1</a>.
  short: P. Daca, T.A. Henzinger, W. Krenn, D. Nickovic, Compositional Specifications
    for IOCO Testing, IST Austria, 2014.
date_created: 2018-12-12T11:39:11Z
date_published: 2014-01-28T00:00:00Z
date_updated: 2023-02-23T10:31:07Z
day: '28'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.15479/AT:IST-2014-148-v2-1
file:
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  checksum: 0e03aba625cc334141a3148432aa5760
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  date_created: 2018-12-12T11:54:21Z
  date_updated: 2020-07-14T12:46:46Z
  file_id: '5543'
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  file_size: 534732
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file_date_updated: 2020-07-14T12:46:46Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: '20'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '152'
related_material:
  record:
  - id: '2167'
    relation: later_version
    status: public
status: public
title: Compositional specifications for IOCO testing
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5412'
abstract:
- lang: eng
  text: "We consider Markov decision processes (MDPs) which are a standard model for
    probabilistic systems. We focus on qualitative properties for MDPs that can express
    that desired behaviors of the system arise almost-surely (with probability 1)
    or with positive probability.\r\nWe introduce a new simulation relation to capture
    the refinement relation of MDPs with respect to qualitative properties, and present
    discrete graph theoretic algorithms with quadratic complexity to compute the simulation
    relation.\r\nWe present an automated technique for assume-guarantee style reasoning
    for compositional analysis of MDPs with qualitative properties by giving a counter-example
    guided abstraction-refinement approach to compute our new simulation relation.
    We have implemented our algorithms and show that the compositional analysis leads
    to significant improvements. "
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Przemyslaw
  full_name: Daca, Przemyslaw
  id: 49351290-F248-11E8-B48F-1D18A9856A87
  last_name: Daca
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
citation:
  ama: Chatterjee K, Daca P, Chmelik M. <i>CEGAR for Qualitative Analysis of Probabilistic
    Systems</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-153-v1-1">10.15479/AT:IST-2014-153-v1-1</a>
  apa: Chatterjee, K., Daca, P., &#38; Chmelik, M. (2014). <i>CEGAR for qualitative
    analysis of probabilistic systems</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-153-v1-1">https://doi.org/10.15479/AT:IST-2014-153-v1-1</a>
  chicago: Chatterjee, Krishnendu, Przemyslaw Daca, and Martin Chmelik. <i>CEGAR for
    Qualitative Analysis of Probabilistic Systems</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-153-v1-1">https://doi.org/10.15479/AT:IST-2014-153-v1-1</a>.
  ieee: K. Chatterjee, P. Daca, and M. Chmelik, <i>CEGAR for qualitative analysis
    of probabilistic systems</i>. IST Austria, 2014.
  ista: Chatterjee K, Daca P, Chmelik M. 2014. CEGAR for qualitative analysis of probabilistic
    systems, IST Austria, 31p.
  mla: Chatterjee, Krishnendu, et al. <i>CEGAR for Qualitative Analysis of Probabilistic
    Systems</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-153-v1-1">10.15479/AT:IST-2014-153-v1-1</a>.
  short: K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic
    Systems, IST Austria, 2014.
date_created: 2018-12-12T11:39:11Z
date_published: 2014-01-29T00:00:00Z
date_updated: 2023-02-23T12:25:18Z
day: '29'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-153-v1-1
file:
- access_level: open_access
  checksum: 4d6cda4bebed970926403ad6ad8c745f
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  date_created: 2018-12-12T11:53:39Z
  date_updated: 2020-07-14T12:46:47Z
  file_id: '5500'
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file_date_updated: 2020-07-14T12:46:47Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: '31'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '153'
related_material:
  record:
  - id: '2063'
    relation: later_version
    status: public
  - id: '5413'
    relation: later_version
    status: public
  - id: '5414'
    relation: later_version
    status: public
status: public
title: CEGAR for qualitative analysis of probabilistic systems
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5413'
abstract:
- lang: eng
  text: "We consider Markov decision processes (MDPs) which are a standard model for
    probabilistic systems. We focus on qualitative properties for MDPs that can express
    that desired behaviors of the system arise almost-surely (with probability 1)
    or with positive probability.\r\nWe introduce a new simulation relation to capture
    the refinement relation of MDPs with respect to qualitative properties, and present
    discrete graph theoretic algorithms with quadratic complexity to compute the simulation
    relation.\r\nWe present an automated technique for assume-guarantee style reasoning
    for compositional analysis of MDPs with qualitative properties by giving a counter-example
    guided abstraction-refinement approach to compute our new simulation relation.
    We have implemented our algorithms and show that the compositional analysis leads
    to significant improvements. "
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Przemyslaw
  full_name: Daca, Przemyslaw
  id: 49351290-F248-11E8-B48F-1D18A9856A87
  last_name: Daca
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
citation:
  ama: Chatterjee K, Daca P, Chmelik M. <i>CEGAR for Qualitative Analysis of Probabilistic
    Systems</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-153-v2-2">10.15479/AT:IST-2014-153-v2-2</a>
  apa: Chatterjee, K., Daca, P., &#38; Chmelik, M. (2014). <i>CEGAR for qualitative
    analysis of probabilistic systems</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-153-v2-2">https://doi.org/10.15479/AT:IST-2014-153-v2-2</a>
  chicago: Chatterjee, Krishnendu, Przemyslaw Daca, and Martin Chmelik. <i>CEGAR for
    Qualitative Analysis of Probabilistic Systems</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-153-v2-2">https://doi.org/10.15479/AT:IST-2014-153-v2-2</a>.
  ieee: K. Chatterjee, P. Daca, and M. Chmelik, <i>CEGAR for qualitative analysis
    of probabilistic systems</i>. IST Austria, 2014.
  ista: Chatterjee K, Daca P, Chmelik M. 2014. CEGAR for qualitative analysis of probabilistic
    systems, IST Austria, 33p.
  mla: Chatterjee, Krishnendu, et al. <i>CEGAR for Qualitative Analysis of Probabilistic
    Systems</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-153-v2-2">10.15479/AT:IST-2014-153-v2-2</a>.
  short: K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic
    Systems, IST Austria, 2014.
date_created: 2018-12-12T11:39:11Z
date_published: 2014-02-06T00:00:00Z
date_updated: 2023-02-23T12:25:18Z
day: '06'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-153-v2-2
file:
- access_level: open_access
  checksum: ce4967a184d84863eec76c66cbac1614
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:17Z
  date_updated: 2020-07-14T12:46:47Z
  file_id: '5539'
  file_name: IST-2014-153-v2+2_main.pdf
  file_size: 606049
  relation: main_file
file_date_updated: 2020-07-14T12:46:47Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '33'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '164'
related_material:
  record:
  - id: '2063'
    relation: later_version
    status: public
  - id: '5412'
    relation: earlier_version
    status: public
  - id: '5414'
    relation: later_version
    status: public
status: public
title: CEGAR for qualitative analysis of probabilistic systems
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5414'
abstract:
- lang: eng
  text: "We consider Markov decision processes (MDPs) which are a standard model for
    probabilistic systems. We focus on qualitative properties for MDPs that can express
    that desired behaviors of the system arise almost-surely (with probability 1)
    or with positive probability.\r\nWe introduce a new simulation relation to capture
    the refinement relation of MDPs with respect to qualitative properties, and present
    discrete graph theoretic algorithms with quadratic complexity to compute the simulation
    relation.\r\nWe present an automated technique for assume-guarantee style reasoning
    for compositional analysis of MDPs with qualitative properties by giving a counter-example
    guided abstraction-refinement approach to compute our new simulation relation.
    \r\nWe have implemented our algorithms and show that the compositional analysis
    leads to significant improvements. "
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Przemyslaw
  full_name: Daca, Przemyslaw
  id: 49351290-F248-11E8-B48F-1D18A9856A87
  last_name: Daca
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
citation:
  ama: Chatterjee K, Daca P, Chmelik M. <i>CEGAR for Qualitative Analysis of Probabilistic
    Systems</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-153-v3-1">10.15479/AT:IST-2014-153-v3-1</a>
  apa: Chatterjee, K., Daca, P., &#38; Chmelik, M. (2014). <i>CEGAR for qualitative
    analysis of probabilistic systems</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-153-v3-1">https://doi.org/10.15479/AT:IST-2014-153-v3-1</a>
  chicago: Chatterjee, Krishnendu, Przemyslaw Daca, and Martin Chmelik. <i>CEGAR for
    Qualitative Analysis of Probabilistic Systems</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-153-v3-1">https://doi.org/10.15479/AT:IST-2014-153-v3-1</a>.
  ieee: K. Chatterjee, P. Daca, and M. Chmelik, <i>CEGAR for qualitative analysis
    of probabilistic systems</i>. IST Austria, 2014.
  ista: Chatterjee K, Daca P, Chmelik M. 2014. CEGAR for qualitative analysis of probabilistic
    systems, IST Austria, 33p.
  mla: Chatterjee, Krishnendu, et al. <i>CEGAR for Qualitative Analysis of Probabilistic
    Systems</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-153-v3-1">10.15479/AT:IST-2014-153-v3-1</a>.
  short: K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic
    Systems, IST Austria, 2014.
date_created: 2018-12-12T11:39:12Z
date_published: 2014-02-07T00:00:00Z
date_updated: 2023-02-23T12:25:15Z
day: '07'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-153-v3-1
file:
- access_level: open_access
  checksum: 87b93fe9af71fc5c94b0eb6151537e11
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:03Z
  date_updated: 2020-07-14T12:46:48Z
  file_id: '5464'
  file_name: IST-2014-153-v3+1_main.pdf
  file_size: 606227
  relation: main_file
file_date_updated: 2020-07-14T12:46:48Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '33'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '165'
related_material:
  record:
  - id: '2063'
    relation: later_version
    status: public
  - id: '5412'
    relation: earlier_version
    status: public
  - id: '5413'
    relation: earlier_version
    status: public
status: public
title: CEGAR for qualitative analysis of probabilistic systems
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5415'
abstract:
- lang: eng
  text: 'Recently there has been a significant effort to add quantitative properties
    in formal verification and synthesis. While weighted automata over finite and
    infinite words provide a natural and flexible framework to express quantitative
    properties, perhaps surprisingly, several basic system properties such as average
    response time cannot be expressed with weighted automata. In this work, we introduce
    nested weighted automata as a new formalism for expressing important quantitative
    properties such as average response time. We establish an almost complete decidability
    picture for the basic decision problems for nested weighted automata, and illustrate
    its applicability in several domains.  '
alternative_title:
- IST Austria Technical Report
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. <i>Nested Weighted Automata</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">10.15479/AT:IST-2014-170-v1-1</a>
  apa: Chatterjee, K., Henzinger, T. A., &#38; Otop, J. (2014). <i>Nested weighted
    automata</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">https://doi.org/10.15479/AT:IST-2014-170-v1-1</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. <i>Nested Weighted
    Automata</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">https://doi.org/10.15479/AT:IST-2014-170-v1-1</a>.
  ieee: K. Chatterjee, T. A. Henzinger, and J. Otop, <i>Nested weighted automata</i>.
    IST Austria, 2014.
  ista: Chatterjee K, Henzinger TA, Otop J. 2014. Nested weighted automata, IST Austria,
    27p.
  mla: Chatterjee, Krishnendu, et al. <i>Nested Weighted Automata</i>. IST Austria,
    2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">10.15479/AT:IST-2014-170-v1-1</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, Nested Weighted Automata, IST Austria,
    2014.
date_created: 2018-12-12T11:39:12Z
date_published: 2014-02-19T00:00:00Z
date_updated: 2023-02-23T12:26:19Z
day: '19'
ddc:
- '004'
department:
- _id: KrCh
- _id: ToHe
doi: 10.15479/AT:IST-2014-170-v1-1
file:
- access_level: open_access
  checksum: 31f90dcf2cf899c3f8c6427cfcc2b3c7
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:36Z
  date_updated: 2020-07-14T12:46:48Z
  file_id: '5497'
  file_name: IST-2014-170-v1+1_main.pdf
  file_size: 573457
  relation: main_file
file_date_updated: 2020-07-14T12:46:48Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '27'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '170'
related_material:
  record:
  - id: '1656'
    relation: later_version
    status: public
  - id: '467'
    relation: later_version
    status: public
  - id: '5436'
    relation: later_version
    status: public
status: public
title: Nested weighted automata
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5416'
abstract:
- lang: eng
  text: As hybrid systems involve continuous behaviors, they should be evaluated by
    quantitative methods, rather than qualitative methods. In this paper we adapt
    a quantitative framework, called model measuring, to the hybrid systems domain.
    The model-measuring problem asks, given a model M and a specification, what is
    the maximal distance such that all models within that distance from M satisfy
    (or violate) the specification. A distance function on models is given as part
    of the input of the problem. Distances, especially related to continuous behaviors
    are more natural in the hybrid case than the discrete case. We are interested
    in distances represented by monotonic hybrid automata, a hybrid counterpart of
    (discrete) weighted automata, whose recognized timed languages are monotone (w.r.t.
    inclusion) in the values of parameters.The contributions of this paper are twofold.
    First, we give sufficient conditions under which the model-measuring problem can
    be solved. Second, we discuss the modeling of distances and applications of the
    model-measuring problem.
alternative_title:
- IST Austria Technical Report
author:
- 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: Henzinger TA, Otop J. <i>Model Measuring for Hybrid Systems</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-171-v1-1">10.15479/AT:IST-2014-171-v1-1</a>
  apa: Henzinger, T. A., &#38; Otop, J. (2014). <i>Model measuring for hybrid systems</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-171-v1-1">https://doi.org/10.15479/AT:IST-2014-171-v1-1</a>
  chicago: Henzinger, Thomas A, and Jan Otop. <i>Model Measuring for Hybrid Systems</i>.
    IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-171-v1-1">https://doi.org/10.15479/AT:IST-2014-171-v1-1</a>.
  ieee: T. A. Henzinger and J. Otop, <i>Model measuring for hybrid systems</i>. IST
    Austria, 2014.
  ista: Henzinger TA, Otop J. 2014. Model measuring for hybrid systems, IST Austria,
    22p.
  mla: Henzinger, Thomas A., and Jan Otop. <i>Model Measuring for Hybrid Systems</i>.
    IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-171-v1-1">10.15479/AT:IST-2014-171-v1-1</a>.
  short: T.A. Henzinger, J. Otop, Model Measuring for Hybrid Systems, IST Austria,
    2014.
date_created: 2018-12-12T11:39:12Z
date_published: 2014-02-19T00:00:00Z
date_updated: 2023-02-23T10:33:21Z
day: '19'
ddc:
- '005'
department:
- _id: ToHe
doi: 10.15479/AT:IST-2014-171-v1-1
file:
- access_level: open_access
  checksum: 445456d22371e4e49aad2b9a0c13bf80
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:32Z
  date_updated: 2020-07-14T12:46:49Z
  file_id: '5492'
  file_name: IST-2014-171-v1+1_report.pdf
  file_size: 712077
  relation: main_file
file_date_updated: 2020-07-14T12:46:49Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '22'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '171'
related_material:
  record:
  - id: '2217'
    relation: later_version
    status: public
status: public
title: Model measuring for hybrid systems
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5417'
abstract:
- lang: eng
  text: "We define the model-measuring problem: given a model M and specification
    φ, what is the maximal distance ρ such that all models M'within distance ρ from
    M satisfy (or violate)φ. The model measuring problem presupposes a distance function
    on models. We concentrate on automatic distance functions, which are defined by
    weighted automata.\r\nThe model-measuring problem subsumes several generalizations
    of the classical model-checking problem, in particular, quantitative model-checking
    problems that measure the degree of satisfaction of a specification, and robustness
    problems that measure how much a model can be perturbed without violating the
    specification.\r\nWe show that for automatic distance functions, and ω-regular
    linear-time and branching-time specifications, the model-measuring problem can
    be solved.\r\nWe use automata-theoretic model-checking methods for model measuring,
    replacing the emptiness question for standard word and tree automata by the optimal-weight
    question for the weighted versions of these automata. We consider weighted automata
    that accumulate weights by maximizing, summing, discounting, and limit averaging.
    \r\nWe give several examples of using the model-measuring problem to compute various
    notions of robustness and quantitative satisfaction for temporal specifications."
alternative_title:
- IST Austria Technical Report
author:
- 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: Henzinger TA, Otop J. <i>From Model Checking to Model Measuring</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-172-v1-1">10.15479/AT:IST-2014-172-v1-1</a>
  apa: Henzinger, T. A., &#38; Otop, J. (2014). <i>From model checking to model measuring</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-172-v1-1">https://doi.org/10.15479/AT:IST-2014-172-v1-1</a>
  chicago: Henzinger, Thomas A, and Jan Otop. <i>From Model Checking to Model Measuring</i>.
    IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-172-v1-1">https://doi.org/10.15479/AT:IST-2014-172-v1-1</a>.
  ieee: T. A. Henzinger and J. Otop, <i>From model checking to model measuring</i>.
    IST Austria, 2014.
  ista: Henzinger TA, Otop J. 2014. From model checking to model measuring, IST Austria,
    14p.
  mla: Henzinger, Thomas A., and Jan Otop. <i>From Model Checking to Model Measuring</i>.
    IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-172-v1-1">10.15479/AT:IST-2014-172-v1-1</a>.
  short: T.A. Henzinger, J. Otop, From Model Checking to Model Measuring, IST Austria,
    2014.
date_created: 2018-12-12T11:39:13Z
date_published: 2014-02-19T00:00:00Z
date_updated: 2023-02-23T10:38:10Z
day: '19'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.15479/AT:IST-2014-172-v1-1
file:
- access_level: open_access
  checksum: fcc3eab903cfcd3778b338d2d0d44d18
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:20Z
  date_updated: 2020-07-14T12:46:49Z
  file_id: '5481'
  file_name: IST-2014-172-v1+1_report.pdf
  file_size: 383052
  relation: main_file
file_date_updated: 2020-07-14T12:46:49Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '14'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '175'
related_material:
  record:
  - id: '2327'
    relation: later_version
    status: public
status: public
title: From model checking to model measuring
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5418'
abstract:
- lang: eng
  text: We consider multi-player graph games with partial-observation and parity objective.
    While the decision problem for three-player games with a coalition of the first
    and second players against the third player is undecidable, we present a decidability
    result for partial-observation games where the first and third player are in a
    coalition against the second player, thus where the second player is adversarial
    but weaker due to partial-observation. We establish tight complexity bounds in
    the case where player 1 is less informed than player 2, namely 2-EXPTIME-completeness
    for parity objectives. The symmetric case of player 1 more informed than player
    2 is much more complicated, and we show that already in the case where player
    1 has perfect observation, memory of size non-elementary is necessary in general
    for reachability objectives, and the problem is decidable for safety and reachability
    objectives. Our results have tight connections with partial-observation stochastic
    games for which we derive new complexity results.
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
citation:
  ama: Chatterjee K, Doyen L. <i>Games with a Weak Adversary</i>. IST Austria; 2014.
    doi:<a href="https://doi.org/10.15479/AT:IST-2014-176-v1-1">10.15479/AT:IST-2014-176-v1-1</a>
  apa: Chatterjee, K., &#38; Doyen, L. (2014). <i>Games with a weak adversary</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-176-v1-1">https://doi.org/10.15479/AT:IST-2014-176-v1-1</a>
  chicago: Chatterjee, Krishnendu, and Laurent Doyen. <i>Games with a Weak Adversary</i>.
    IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-176-v1-1">https://doi.org/10.15479/AT:IST-2014-176-v1-1</a>.
  ieee: K. Chatterjee and L. Doyen, <i>Games with a weak adversary</i>. IST Austria,
    2014.
  ista: Chatterjee K, Doyen L. 2014. Games with a weak adversary, IST Austria, 18p.
  mla: Chatterjee, Krishnendu, and Laurent Doyen. <i>Games with a Weak Adversary</i>.
    IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-176-v1-1">10.15479/AT:IST-2014-176-v1-1</a>.
  short: K. Chatterjee, L. Doyen, Games with a Weak Adversary, IST Austria, 2014.
date_created: 2018-12-12T11:39:13Z
date_published: 2014-03-22T00:00:00Z
date_updated: 2023-02-23T10:30:58Z
day: '22'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-176-v1-1
file:
- access_level: open_access
  checksum: 1d6958aa60050e1c3e932c6e5f34c39f
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:07Z
  date_updated: 2020-07-14T12:46:49Z
  file_id: '5468'
  file_name: IST-2014-176-v1+1_icalp_14.pdf
  file_size: 328253
  relation: main_file
file_date_updated: 2020-07-14T12:46:49Z
has_accepted_license: '1'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: '18'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '176'
related_material:
  record:
  - id: '2163'
    relation: later_version
    status: public
status: public
title: Games with a weak adversary
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5419'
abstract:
- lang: eng
  text: "We consider the reachability and shortest path problems on low tree-width
    graphs, with n nodes, m edges, and tree-width t, on a standard RAM with wordsize
    W. We use O to hide polynomial factors of the inverse of the Ackermann function.
    Our main contributions are three fold:\r\n1. For reachability, we present an algorithm
    that requires O(n·t2·log(n/t)) preprocessing time, O(n·(t·log(n/t))/W) space,
    and O(t/W) time for pair queries and O((n·t)/W) time for single-source queries.
    Note that for constant t our algorithm uses O(n·logn) time for preprocessing;
    and O(n/W) time for single-source queries, which is faster than depth first search/breath
    first search (after the preprocessing).\r\n2. We present an algorithm for shortest
    path that requires O(n·t2) preprocessing time, O(n·t) space, and O(t2) time for
    pair queries and O(n·t) time single-source queries.\r\n3. We give a space versus
    query time trade-off algorithm for shortest path that, given any constant >0,
    requires O(n·t2) preprocessing time, O(n·t2) space, and O(n1−·t2) time for pair
    queries.\r\nOur algorithms improve all existing results, and use very simple data
    structures."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- 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: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. <i>Improved Algorithms for Reachability
    and Shortest Path on Low Tree-Width Graphs</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-187-v1-1">10.15479/AT:IST-2014-187-v1-1</a>
  apa: Chatterjee, K., Ibsen-Jensen, R., &#38; Pavlogiannis, A. (2014). <i>Improved
    algorithms for reachability and shortest path on low tree-width graphs</i>. IST
    Austria. <a href="https://doi.org/10.15479/AT:IST-2014-187-v1-1">https://doi.org/10.15479/AT:IST-2014-187-v1-1</a>
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Andreas Pavlogiannis.
    <i>Improved Algorithms for Reachability and Shortest Path on Low Tree-Width Graphs</i>.
    IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-187-v1-1">https://doi.org/10.15479/AT:IST-2014-187-v1-1</a>.
  ieee: K. Chatterjee, R. Ibsen-Jensen, and A. Pavlogiannis, <i>Improved algorithms
    for reachability and shortest path on low tree-width graphs</i>. IST Austria,
    2014.
  ista: Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. 2014. Improved algorithms for
    reachability and shortest path on low tree-width graphs, IST Austria, 34p.
  mla: Chatterjee, Krishnendu, et al. <i>Improved Algorithms for Reachability and
    Shortest Path on Low Tree-Width Graphs</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-187-v1-1">10.15479/AT:IST-2014-187-v1-1</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, A. Pavlogiannis, Improved Algorithms for
    Reachability and Shortest Path on Low Tree-Width Graphs, IST Austria, 2014.
date_created: 2018-12-12T11:39:13Z
date_published: 2014-04-14T00:00:00Z
date_updated: 2021-01-12T08:02:03Z
day: '14'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-187-v1-1
file:
- access_level: open_access
  checksum: c608e66030a4bf51d2d99b451f539b99
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:25Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '5548'
  file_name: IST-2014-187-v1+1_main_full_tech.pdf
  file_size: 670031
  relation: main_file
file_date_updated: 2020-07-14T12:46:50Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '34'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '187'
status: public
title: Improved algorithms for reachability and shortest path on low tree-width graphs
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5420'
abstract:
- lang: eng
  text: 'We consider concurrent mean-payoff games, a very well-studied class of two-player
    (player 1 vs player 2) zero-sum games on finite-state graphs where every transition
    is assigned a reward between 0 and 1, and the payoff function is the long-run
    average of the rewards. The value is the maximal expected payoff that player 1
    can guarantee against all strategies of player 2. We consider the computation
    of the set of states with value 1 under finite-memory strategies for player 1,
    and our main results for the problem are as follows: (1) we present a polynomial-time
    algorithm; (2) we show that whenever there is a finite-memory strategy, there
    is a stationary strategy that does not need memory at all; and (3) we present
    an optimal bound (which is double exponential) on the patience of stationary strategies
    (where patience of a distribution is the inverse of the smallest positive probability
    and represents a complexity measure of a stationary strategy).'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
citation:
  ama: Chatterjee K, Ibsen-Jensen R. <i>The Value 1 Problem for Concurrent Mean-Payoff
    Games</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-191-v1-1">10.15479/AT:IST-2014-191-v1-1</a>
  apa: Chatterjee, K., &#38; Ibsen-Jensen, R. (2014). <i>The value 1 problem for concurrent
    mean-payoff games</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-191-v1-1">https://doi.org/10.15479/AT:IST-2014-191-v1-1</a>
  chicago: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. <i>The Value 1 Problem
    for Concurrent Mean-Payoff Games</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-191-v1-1">https://doi.org/10.15479/AT:IST-2014-191-v1-1</a>.
  ieee: K. Chatterjee and R. Ibsen-Jensen, <i>The value 1 problem for concurrent mean-payoff
    games</i>. IST Austria, 2014.
  ista: Chatterjee K, Ibsen-Jensen R. 2014. The value 1 problem for concurrent mean-payoff
    games, IST Austria, 49p.
  mla: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. <i>The Value 1 Problem for
    Concurrent Mean-Payoff Games</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-191-v1-1">10.15479/AT:IST-2014-191-v1-1</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, The Value 1 Problem for Concurrent Mean-Payoff
    Games, IST Austria, 2014.
date_created: 2018-12-12T11:39:14Z
date_published: 2014-04-14T00:00:00Z
date_updated: 2021-01-12T08:02:05Z
day: '14'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-191-v1-1
file:
- access_level: open_access
  checksum: 49e0fd3e62650346daf7dc04604f7a0a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:58Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '5520'
  file_name: IST-2014-191-v1+1_main_full.pdf
  file_size: 584368
  relation: main_file
file_date_updated: 2020-07-14T12:46:50Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '49'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '191'
status: public
title: The value 1 problem for concurrent mean-payoff games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5421'
abstract:
- lang: eng
  text: 'Evolution occurs in populations of reproducing individuals. The structure
    of the population affects the outcome of the evolutionary process. Evolutionary
    graph theory is a powerful approach to study this phenomenon. There are two graphs.
    The interaction graph specifies who interacts with whom in the context of evolution.
    The replacement graph specifies who competes with whom for reproduction. The vertices
    of the two graphs are the same, and each vertex corresponds to an individual.
    A key quantity is the fixation probability of a new mutant. It is defined as the
    probability that a newly introduced mutant (on a single vertex) generates a lineage
    of offspring which eventually takes over the entire population of resident individuals.
    The basic computational questions are as follows: (i) the qualitative question
    asks whether the fixation probability is positive; and (ii) the quantitative approximation
    question asks for an approximation of the fixation probability. Our main results
    are: (1) We show that the qualitative question is NP-complete and the quantitative
    approximation question is #P-hard in the special case when the interaction and
    the replacement graphs coincide and even with the restriction that the resident
    individuals do not reproduce (which corresponds to an invading population taking
    over an empty structure). (2) We show that in general the qualitative question
    is PSPACE-complete and the quantitative approximation question is PSPACE-hard
    and can be solved in exponential time.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- 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: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Chatterjee K, Ibsen-Jensen R, Nowak M. <i>The Complexity of Evolution on Graphs</i>.
    IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-190-v2-2">10.15479/AT:IST-2014-190-v2-2</a>
  apa: Chatterjee, K., Ibsen-Jensen, R., &#38; Nowak, M. (2014). <i>The complexity
    of evolution on graphs</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-190-v2-2">https://doi.org/10.15479/AT:IST-2014-190-v2-2</a>
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Martin Nowak. <i>The Complexity
    of Evolution on Graphs</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-190-v2-2">https://doi.org/10.15479/AT:IST-2014-190-v2-2</a>.
  ieee: K. Chatterjee, R. Ibsen-Jensen, and M. Nowak, <i>The complexity of evolution
    on graphs</i>. IST Austria, 2014.
  ista: Chatterjee K, Ibsen-Jensen R, Nowak M. 2014. The complexity of evolution on
    graphs, IST Austria, 27p.
  mla: Chatterjee, Krishnendu, et al. <i>The Complexity of Evolution on Graphs</i>.
    IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-190-v2-2">10.15479/AT:IST-2014-190-v2-2</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, M. Nowak, The Complexity of Evolution on
    Graphs, IST Austria, 2014.
date_created: 2018-12-12T11:39:14Z
date_published: 2014-04-18T00:00:00Z
date_updated: 2023-02-23T12:26:33Z
day: '18'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-190-v2-2
file:
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  checksum: 42f3d8b563286eb0d903832bd9a848d3
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  date_created: 2018-12-12T11:54:16Z
  date_updated: 2020-07-14T12:46:50Z
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  file_size: 443529
  relation: main_file
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  checksum: 0c9a2fd822309719634495a35957e34d
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-09-06T07:30:20Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '6852'
  file_name: IST-2014-190-v1+1_main_full.pdf
  file_size: 440911
  relation: main_file
file_date_updated: 2020-07-14T12:46:50Z
has_accepted_license: '1'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: '27'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '190'
related_material:
  record:
  - id: '5432'
    relation: later_version
    status: public
  - id: '5440'
    relation: later_version
    status: public
status: public
title: The complexity of evolution on graphs
type: technical_report
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5422'
abstract:
- lang: eng
  text: Notes from the Third Plenary for the Research Data Alliance in Dublin, Ireland
    on March 26 to 28, 2014 with focus on starting an institutional research data
    repository.
author:
- first_name: Jana
  full_name: Porsche, Jana
  id: 3252EDC2-F248-11E8-B48F-1D18A9856A87
  last_name: Porsche
citation:
  ama: Porsche J. <i>Notes from Research Data Alliance Plenary Meeting in Dublin,
    Ireland</i>. none; 2014.
  apa: Porsche, J. (2014). <i>Notes from Research Data Alliance Plenary Meeting in
    Dublin, Ireland</i>. none.
  chicago: Porsche, Jana. <i>Notes from Research Data Alliance Plenary Meeting in
    Dublin, Ireland</i>. none, 2014.
  ieee: J. Porsche, <i>Notes from Research Data Alliance Plenary Meeting in Dublin,
    Ireland</i>. none, 2014.
  ista: Porsche J. 2014. Notes from Research Data Alliance Plenary Meeting in Dublin,
    Ireland, none,p.
  mla: Porsche, Jana. <i>Notes from Research Data Alliance Plenary Meeting in Dublin,
    Ireland</i>. none, 2014.
  short: J. Porsche, Notes from Research Data Alliance Plenary Meeting in Dublin,
    Ireland, none, 2014.
date_created: 2018-12-12T11:39:14Z
date_published: 2014-01-01T00:00:00Z
date_updated: 2020-07-14T23:04:56Z
ddc:
- '020'
department:
- _id: E-Lib
file:
- access_level: open_access
  checksum: 3954896648ce8afa8f7c4425e71cff08
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:40Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '5501'
  file_name: IST-2014-254-v1+1_Dublin_Day_3.pdf
  file_size: 648585
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  checksum: 9a0d42b0b832dfe7e4b22fb6816bcbba
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:41Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '5502'
  file_name: IST-2014-254-v1+2_Dublin_Day_1.pdf
  file_size: 221339
  relation: main_file
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  checksum: 498b8d629fb1bd17bff1dc43700a93e6
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:42Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '5503'
  file_name: IST-2014-254-v1+3_Dublin_Day_2.pdf
  file_size: 187778
  relation: main_file
file_date_updated: 2020-07-14T12:46:50Z
has_accepted_license: '1'
language:
- iso: eng
oa: 1
oa_version: None
publisher: none
pubrep_id: '254'
status: public
title: Notes from Research Data Alliance Plenary Meeting in Dublin, Ireland
type: report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5423'
abstract:
- lang: eng
  text: 'We present a flexible framework for the automated competitive analysis of
    on-line scheduling algorithms for firm- deadline real-time tasks based on multi-objective
    graphs: Given a taskset and an on-line scheduling algorithm specified as a labeled
    transition system, along with some optional safety, liveness, and/or limit-average
    constraints for the adversary, we automatically compute the competitive ratio
    of the algorithm w.r.t. a clairvoyant scheduler. We demonstrate the flexibility
    and power of our approach by comparing the competitive ratio of several on-line
    algorithms, including D(over), that have been proposed in the past, for various
    tasksets. Our experimental results reveal that none of these algorithms is universally
    optimal, in the sense that there are tasksets where other schedulers provide better
    performance. Our framework is hence a very useful design tool for selecting optimal
    algorithms for a given application. '
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Alexander
  full_name: Kössler, Alexander
  last_name: Kössler
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
- first_name: Ulrich
  full_name: Schmid, Ulrich
  last_name: Schmid
citation:
  ama: Chatterjee K, Kössler A, Pavlogiannis A, Schmid U. <i>A Framework for Automated
    Competitive Analysis of On-Line Scheduling of Firm-Deadline Tasks</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-300-v1-1">10.15479/AT:IST-2014-300-v1-1</a>
  apa: Chatterjee, K., Kössler, A., Pavlogiannis, A., &#38; Schmid, U. (2014). <i>A
    framework for automated competitive analysis of on-line scheduling of firm-deadline
    tasks</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-300-v1-1">https://doi.org/10.15479/AT:IST-2014-300-v1-1</a>
  chicago: Chatterjee, Krishnendu, Alexander Kössler, Andreas Pavlogiannis, and Ulrich
    Schmid. <i>A Framework for Automated Competitive Analysis of On-Line Scheduling
    of Firm-Deadline Tasks</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-300-v1-1">https://doi.org/10.15479/AT:IST-2014-300-v1-1</a>.
  ieee: K. Chatterjee, A. Kössler, A. Pavlogiannis, and U. Schmid, <i>A framework
    for automated competitive analysis of on-line scheduling of firm-deadline tasks</i>.
    IST Austria, 2014.
  ista: Chatterjee K, Kössler A, Pavlogiannis A, Schmid U. 2014. A framework for automated
    competitive analysis of on-line scheduling of firm-deadline tasks, IST Austria,
    14p.
  mla: Chatterjee, Krishnendu, et al. <i>A Framework for Automated Competitive Analysis
    of On-Line Scheduling of Firm-Deadline Tasks</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-300-v1-1">10.15479/AT:IST-2014-300-v1-1</a>.
  short: K. Chatterjee, A. Kössler, A. Pavlogiannis, U. Schmid, A Framework for Automated
    Competitive Analysis of On-Line Scheduling of Firm-Deadline Tasks, IST Austria,
    2014.
date_created: 2018-12-12T11:39:15Z
date_published: 2014-07-29T00:00:00Z
date_updated: 2023-02-23T10:11:15Z
day: '29'
ddc:
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-300-v1-1
file:
- access_level: open_access
  checksum: 4b8fde4d9ef6653837f6803921d83032
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:53Z
  date_updated: 2020-07-14T12:46:50Z
  file_id: '5514'
  file_name: IST-2014-300-v1+1_main.pdf
  file_size: 1270021
  relation: main_file
file_date_updated: 2020-07-14T12:46:50Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '14'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '300'
related_material:
  record:
  - id: '1714'
    relation: later_version
    status: public
status: public
title: A framework for automated competitive analysis of on-line scheduling of firm-deadline
  tasks
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5424'
abstract:
- lang: eng
  text: We consider partially observable Markov decision processes (POMDPs), that
    are a standard framework for robotics applications to model uncertainties present
    in the real world, with temporal logic specifications. All temporal logic specifications
    in linear-time temporal logic (LTL) can be expressed as parity objectives. We
    study the qualitative analysis problem for POMDPs with parity objectives that
    asks whether there is a controller (policy) to ensure that the objective holds
    with probability 1 (almost-surely). While the qualitative analysis of POMDPs with
    parity objectives is undecidable, recent results show that when restricted to
    finite-memory policies the problem is EXPTIME-complete. While the problem is intractable
    in theory, we present a practical approach to solve the qualitative analysis problem.
    We designed several heuristics to deal with the exponential complexity, and have
    used our implementation on a number of well-known POMDP examples for robotics
    applications. Our results provide the first practical approach to solve the qualitative
    analysis of robot motion planning with LTL properties in the presence of uncertainty.
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
- first_name: Raghav
  full_name: Gupta, Raghav
  last_name: Gupta
- first_name: Ayush
  full_name: Kanodia, Ayush
  last_name: Kanodia
citation:
  ama: Chatterjee K, Chmelik M, Gupta R, Kanodia A. <i>Qualitative Analysis of POMDPs
    with Temporal Logic Specifications for Robotics Applications</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-305-v1-1">10.15479/AT:IST-2014-305-v1-1</a>
  apa: Chatterjee, K., Chmelik, M., Gupta, R., &#38; Kanodia, A. (2014). <i>Qualitative
    analysis of POMDPs with temporal logic specifications for robotics applications</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-305-v1-1">https://doi.org/10.15479/AT:IST-2014-305-v1-1</a>
  chicago: Chatterjee, Krishnendu, Martin Chmelik, Raghav Gupta, and Ayush Kanodia.
    <i>Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics
    Applications</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-305-v1-1">https://doi.org/10.15479/AT:IST-2014-305-v1-1</a>.
  ieee: K. Chatterjee, M. Chmelik, R. Gupta, and A. Kanodia, <i>Qualitative analysis
    of POMDPs with temporal logic specifications for robotics applications</i>. IST
    Austria, 2014.
  ista: Chatterjee K, Chmelik M, Gupta R, Kanodia A. 2014. Qualitative analysis of
    POMDPs with temporal logic specifications for robotics applications, IST Austria,
    12p.
  mla: Chatterjee, Krishnendu, et al. <i>Qualitative Analysis of POMDPs with Temporal
    Logic Specifications for Robotics Applications</i>. IST Austria, 2014, doi:<a
    href="https://doi.org/10.15479/AT:IST-2014-305-v1-1">10.15479/AT:IST-2014-305-v1-1</a>.
  short: K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of
    POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria,
    2014.
date_created: 2018-12-12T11:39:15Z
date_published: 2014-09-09T00:00:00Z
date_updated: 2023-02-23T12:25:52Z
day: '09'
ddc:
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-305-v1-1
file:
- access_level: open_access
  checksum: 35009d5fad01198341e6c1a3353481b7
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:51Z
  date_updated: 2020-07-14T12:46:51Z
  file_id: '5512'
  file_name: IST-2014-305-v1+1_main.pdf
  file_size: 655774
  relation: main_file
file_date_updated: 2020-07-14T12:46:51Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '12'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '305'
related_material:
  record:
  - id: '1732'
    relation: later_version
    status: public
  - id: '5426'
    relation: later_version
    status: public
status: public
title: Qualitative analysis of POMDPs with temporal logic specifications for robotics
  applications
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5425'
abstract:
- lang: eng
  text: ' We consider partially observable Markov decision processes (POMDPs) with
    a set of target states and every transition is associated with an integer cost.
    The optimization objective we study asks to minimize the expected total cost till
    the target set is reached, while ensuring that the target set is reached almost-surely
    (with probability 1). We show that for integer costs approximating the optimal
    cost is undecidable. For positive costs, our results are as follows: (i) we establish
    matching lower and upper bounds for the optimal cost and the bound is double exponential;
    (ii) we show that the problem of approximating the optimal cost is decidable and
    present approximation algorithms developing on the existing algorithms for POMDPs
    with finite-horizon objectives. While the worst-case running time of our algorithm
    is double exponential, we also present efficient stopping criteria for the algorithm
    and show experimentally that it performs well in many examples of interest.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: '1'
  full_name: Anonymous, 1
  last_name: Anonymous
- first_name: '2'
  full_name: Anonymous, 2
  last_name: Anonymous
- first_name: '3'
  full_name: Anonymous, 3
  last_name: Anonymous
- first_name: '4'
  full_name: Anonymous, 4
  last_name: Anonymous
citation:
  ama: Anonymous 1, Anonymous 2, Anonymous 3, Anonymous 4. <i>Optimal Cost Almost-Sure
    Reachability in POMDPs</i>. IST Austria; 2014.
  apa: Anonymous, 1, Anonymous, 2, Anonymous, 3, &#38; Anonymous, 4. (2014). <i>Optimal
    cost almost-sure reachability in POMDPs</i>. IST Austria.
  chicago: Anonymous, 1, 2 Anonymous, 3 Anonymous, and 4 Anonymous. <i>Optimal Cost
    Almost-Sure Reachability in POMDPs</i>. IST Austria, 2014.
  ieee: 1 Anonymous, 2 Anonymous, 3 Anonymous, and 4 Anonymous, <i>Optimal cost almost-sure
    reachability in POMDPs</i>. IST Austria, 2014.
  ista: Anonymous 1, Anonymous 2, Anonymous 3, Anonymous 4. 2014. Optimal cost almost-sure
    reachability in POMDPs, IST Austria, 22p.
  mla: Anonymous, 1, et al. <i>Optimal Cost Almost-Sure Reachability in POMDPs</i>.
    IST Austria, 2014.
  short: 1 Anonymous, 2 Anonymous, 3 Anonymous, 4 Anonymous, Optimal Cost Almost-Sure
    Reachability in POMDPs, IST Austria, 2014.
date_created: 2018-12-12T11:39:15Z
date_published: 2014-09-09T00:00:00Z
date_updated: 2023-02-23T10:02:57Z
day: '09'
ddc:
- '000'
file:
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  checksum: b9668a70d53c550b3cd64f0c77451c3d
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:17Z
  date_updated: 2020-07-14T12:46:51Z
  file_id: '5478'
  file_name: IST-2014-307-v1+1_main.pdf
  file_size: 2725429
  relation: main_file
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  checksum: 808ada1dddecc48ca041526fcc6a9efd
  content_type: text/plain
  creator: dernst
  date_created: 2019-04-16T14:16:12Z
  date_updated: 2020-07-14T12:46:51Z
  file_id: '6322'
  file_name: IST-2014-307-v1+2_authors.txt
  file_size: 117
  relation: main_file
file_date_updated: 2020-07-14T12:46:51Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '22'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '307'
related_material:
  record:
  - id: '1529'
    relation: later_version
    status: public
scopus_import: 1
status: public
title: Optimal cost almost-sure reachability in POMDPs
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5426'
abstract:
- lang: eng
  text: We consider partially observable Markov decision processes (POMDPs), that
    are a standard framework for robotics applications to model uncertainties present
    in the real world, with temporal logic specifications. All temporal logic specifications
    in linear-time temporal logic (LTL) can be expressed as parity objectives. We
    study the qualitative analysis problem for POMDPs with parity objectives that
    asks whether there is a controller (policy) to ensure that the objective holds
    with probability 1 (almost-surely). While the qualitative analysis of POMDPs with
    parity objectives is undecidable, recent results show that when restricted to
    finite-memory policies the problem is EXPTIME-complete. While the problem is intractable
    in theory, we present a practical approach to solve the qualitative analysis problem.
    We designed several heuristics to deal with the exponential complexity, and have
    used our implementation on a number of well-known POMDP examples for robotics
    applications. Our results provide the first practical approach to solve the qualitative
    analysis of robot motion planning with LTL properties in the presence of uncertainty.
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
- first_name: Raghav
  full_name: Gupta, Raghav
  last_name: Gupta
- first_name: Ayush
  full_name: Kanodia, Ayush
  last_name: Kanodia
citation:
  ama: Chatterjee K, Chmelik M, Gupta R, Kanodia A. <i>Qualitative Analysis of POMDPs
    with Temporal Logic Specifications for Robotics Applications</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-305-v2-1">10.15479/AT:IST-2014-305-v2-1</a>
  apa: Chatterjee, K., Chmelik, M., Gupta, R., &#38; Kanodia, A. (2014). <i>Qualitative
    analysis of POMDPs with temporal logic specifications for robotics applications</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-305-v2-1">https://doi.org/10.15479/AT:IST-2014-305-v2-1</a>
  chicago: Chatterjee, Krishnendu, Martin Chmelik, Raghav Gupta, and Ayush Kanodia.
    <i>Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics
    Applications</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-305-v2-1">https://doi.org/10.15479/AT:IST-2014-305-v2-1</a>.
  ieee: K. Chatterjee, M. Chmelik, R. Gupta, and A. Kanodia, <i>Qualitative analysis
    of POMDPs with temporal logic specifications for robotics applications</i>. IST
    Austria, 2014.
  ista: Chatterjee K, Chmelik M, Gupta R, Kanodia A. 2014. Qualitative analysis of
    POMDPs with temporal logic specifications for robotics applications, IST Austria,
    10p.
  mla: Chatterjee, Krishnendu, et al. <i>Qualitative Analysis of POMDPs with Temporal
    Logic Specifications for Robotics Applications</i>. IST Austria, 2014, doi:<a
    href="https://doi.org/10.15479/AT:IST-2014-305-v2-1">10.15479/AT:IST-2014-305-v2-1</a>.
  short: K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of
    POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria,
    2014.
date_created: 2018-12-12T11:39:16Z
date_published: 2014-09-29T00:00:00Z
date_updated: 2023-02-23T12:25:47Z
day: '29'
ddc:
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-305-v2-1
file:
- access_level: open_access
  checksum: 730c0a8e97cf2712a884b2cc423f3919
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:15Z
  date_updated: 2020-07-14T12:46:51Z
  file_id: '5537'
  file_name: IST-2014-305-v2+1_main2.pdf
  file_size: 656019
  relation: main_file
file_date_updated: 2020-07-14T12:46:51Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '10'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '311'
related_material:
  record:
  - id: '1732'
    relation: later_version
    status: public
  - id: '5424'
    relation: earlier_version
    status: public
status: public
title: Qualitative analysis of POMDPs with temporal logic specifications for robotics
  applications
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5427'
abstract:
- lang: eng
  text: 'We consider graphs with n nodes together with their tree-decomposition that
    has b = O ( n ) bags and width t , on the standard RAM computational model with
    wordsize W = Θ (log n ) . Our contributions are two-fold: Our first contribution
    is an algorithm that given a graph and its tree-decomposition as input, computes
    a binary and balanced tree-decomposition of width at most 4 · t + 3 of the graph
    in O ( b ) time and space, improving a long-standing (from 1992) bound of O (
    n · log n ) time for constant treewidth graphs. Our second contribution is on
    reachability queries for low treewidth graphs. We build on our tree-balancing
    algorithm and present a data-structure for graph reachability that requires O
    ( n · t 2 ) preprocessing time, O ( n · t ) space, and O ( d t/ log n e ) time
    for pair queries, and O ( n · t · log t/ log n ) time for single-source queries.
    For constant t our data-structure uses O ( n ) time for preprocessing, O (1) time
    for pair queries, and O ( n/ log n ) time for single-source queries. This is (asymptotically)
    optimal and is faster than DFS/BFS when answering more than a constant number
    of single-source queries.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- 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: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. <i>Optimal Tree-Decomposition
    Balancing and Reachability on Low Treewidth Graphs</i>. IST Austria; 2014. doi:<a
    href="https://doi.org/10.15479/AT:IST-2014-314-v1-1">10.15479/AT:IST-2014-314-v1-1</a>
  apa: Chatterjee, K., Ibsen-Jensen, R., &#38; Pavlogiannis, A. (2014). <i>Optimal
    tree-decomposition balancing and reachability on low treewidth graphs</i>. IST
    Austria. <a href="https://doi.org/10.15479/AT:IST-2014-314-v1-1">https://doi.org/10.15479/AT:IST-2014-314-v1-1</a>
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Andreas Pavlogiannis.
    <i>Optimal Tree-Decomposition Balancing and Reachability on Low Treewidth Graphs</i>.
    IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-314-v1-1">https://doi.org/10.15479/AT:IST-2014-314-v1-1</a>.
  ieee: K. Chatterjee, R. Ibsen-Jensen, and A. Pavlogiannis, <i>Optimal tree-decomposition
    balancing and reachability on low treewidth graphs</i>. IST Austria, 2014.
  ista: Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. 2014. Optimal tree-decomposition
    balancing and reachability on low treewidth graphs, IST Austria, 24p.
  mla: Chatterjee, Krishnendu, et al. <i>Optimal Tree-Decomposition Balancing and
    Reachability on Low Treewidth Graphs</i>. IST Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-314-v1-1">10.15479/AT:IST-2014-314-v1-1</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, A. Pavlogiannis, Optimal Tree-Decomposition
    Balancing and Reachability on Low Treewidth Graphs, IST Austria, 2014.
date_created: 2018-12-12T11:39:16Z
date_published: 2014-11-05T00:00:00Z
date_updated: 2021-01-12T08:02:09Z
day: '05'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2014-314-v1-1
file:
- access_level: open_access
  checksum: 9d3b90bf4fff74664f182f2d95ef727a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:10Z
  date_updated: 2020-07-14T12:46:52Z
  file_id: '5471'
  file_name: IST-2014-314-v1+1_long.pdf
  file_size: 405561
  relation: main_file
file_date_updated: 2020-07-14T12:46:52Z
has_accepted_license: '1'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: '24'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '314'
status: public
title: Optimal tree-decomposition balancing and reachability on low treewidth graphs
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '5428'
abstract:
- lang: eng
  text: "Simulation is an attractive alternative for language inclusion for automata
    as it is an under-approximation of language inclusion, but usually has much lower
    complexity. For non-deterministic automata, while language inclusion is PSPACE-complete,
    simulation can be computed in polynomial time. Simulation has also been extended
    in two orthogonal directions, namely, (1) fair simulation, for simulation over
    specified set of infinite runs; and (2) quantitative simulation, for simulation
    between weighted automata. Again, while fair trace inclusion is PSPACE-complete,
    fair simulation can be computed in polynomial time. For weighted automata, the
    (quantitative) language inclusion problem is undecidable for mean-payoff automata
    and the decidability is open for discounted-sum automata, whereas the (quantitative)
    simulation reduce to mean-payoff games and discounted-sum games, which admit pseudo-polynomial
    time algorithms.\r\n\r\nIn this work, we study (quantitative) simulation for weighted
    automata with Büchi acceptance conditions, i.e., we generalize fair simulation
    from non-weighted automata to weighted automata. We show that imposing Büchi acceptance
    conditions on weighted automata changes many fundamental properties of the simulation
    games. For example, whereas for mean-payoff and discounted-sum games, the players
    do not need memory to play optimally; we show in contrast that for simulation
    games with Büchi acceptance conditions, (i) for mean-payoff objectives, optimal
    strategies for both players require infinite memory in general, and (ii) for discounted-sum
    objectives, optimal strategies need not exist for both players. While the simulation
    games with Büchi acceptance conditions are more complicated (e.g., due to infinite-memory
    requirements for mean-payoff objectives) as compared to their counterpart without
    Büchi acceptance conditions, we still present pseudo-polynomial time algorithms
    to solve simulation games with Büchi acceptance conditions for both weighted mean-payoff
    and weighted discounted-sum automata."
alternative_title:
- IST Austria Technical Report
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
- first_name: Yaron
  full_name: Velner, Yaron
  last_name: Velner
citation:
  ama: Chatterjee K, Henzinger TA, Otop J, Velner Y. <i>Quantitative Fair Simulation
    Games</i>. IST Austria; 2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-315-v1-1">10.15479/AT:IST-2014-315-v1-1</a>
  apa: Chatterjee, K., Henzinger, T. A., Otop, J., &#38; Velner, Y. (2014). <i>Quantitative
    fair simulation games</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-315-v1-1">https://doi.org/10.15479/AT:IST-2014-315-v1-1</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Jan Otop, and Yaron Velner.
    <i>Quantitative Fair Simulation Games</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-315-v1-1">https://doi.org/10.15479/AT:IST-2014-315-v1-1</a>.
  ieee: K. Chatterjee, T. A. Henzinger, J. Otop, and Y. Velner, <i>Quantitative fair
    simulation games</i>. IST Austria, 2014.
  ista: Chatterjee K, Henzinger TA, Otop J, Velner Y. 2014. Quantitative fair simulation
    games, IST Austria, 26p.
  mla: Chatterjee, Krishnendu, et al. <i>Quantitative Fair Simulation Games</i>. IST
    Austria, 2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-315-v1-1">10.15479/AT:IST-2014-315-v1-1</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, Y. Velner, Quantitative Fair Simulation
    Games, IST Austria, 2014.
date_created: 2018-12-12T11:39:16Z
date_published: 2014-12-05T00:00:00Z
date_updated: 2023-09-20T12:07:48Z
day: '05'
ddc:
- '004'
department:
- _id: ToHe
- _id: KrCh
doi: 10.15479/AT:IST-2014-315-v1-1
file:
- access_level: open_access
  checksum: b1d573bc04365625ff9974880c0aa807
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:59Z
  date_updated: 2020-07-14T12:46:52Z
  file_id: '5521'
  file_name: IST-2014-315-v1+1_report.pdf
  file_size: 531046
  relation: main_file
file_date_updated: 2020-07-14T12:46:52Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '26'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '315'
related_material:
  record:
  - id: '1066'
    relation: later_version
    status: public
status: public
title: Quantitative fair simulation games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
