Martin Chmelik

Chatterjee Group

30 Publications

Mark all

[30]
2020 | Published | Conference Paper | IST-REx-ID: 8193
Multiple-environment Markov decision processes: Efficient analysis and applications
K. Chatterjee, M. Chmelik, D. Karkhanis, P. Novotný, A. Royer, in:, Proceedings of the 30th International Conference on Automated Planning and Scheduling, Association for the Advancement of Artificial Intelligence, 2020, pp. 48–56.
View | Files available
 
[29]
2017 | Published | Journal Article | IST-REx-ID: 1407 | OA
Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games
M. Svoreňová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cěrná, C. Belta, Nonlinear Analysis: Hybrid Systems 23 (2017) 230–253.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
[28]
2016 | Published | Conference Paper | IST-REx-ID: 1324
Indefinite-horizon reachability in Goal-DEC-POMDPs
K. Chatterjee, M. Chmelik, in:, Proceedings of the Twenty-Sixth International Conference on International Conference on Automated Planning and Scheduling, AAAI Press, 2016, pp. 88–96.
View | Download None (ext.)
 
[27]
2016 | Published | Conference Paper | IST-REx-ID: 1327 | OA
Stochastic shortest path with energy constraints in POMDPs
T. Brázdil, K. Chatterjee, M. Chmelik, A. Gupta, P. Novotný, in:, Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems, ACM, 2016, pp. 1465–1466.
[Preprint] View | Download Preprint (ext.)
 
[26]
2016 | Published | Thesis | IST-REx-ID: 1397
Algorithms for partially observable markov decision processes
M. Chmelik, Algorithms for Partially Observable Markov Decision Processes, Institute of Science and Technology Austria, 2016.
View
 
[25]
2016 | Published | Conference Paper | IST-REx-ID: 1166
A symbolic SAT based algorithm for almost sure reachability with small strategies in pomdps
K. Chatterjee, M. Chmelik, J. Davies, in:, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, AAAI Press, 2016, pp. 3225–3232.
View | Files available
 
[24]
2016 | Published | Journal Article | IST-REx-ID: 1477 | OA
What is decidable about partially observable Markov decision processes with ω-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, Journal of Computer and System Sciences 82 (2016) 878–911.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[23]
2016 | Published | Journal Article | IST-REx-ID: 1518 | OA
Efficient strategies for calculating blockwise likelihoods under the coalescent
K. Lohse, M. Chmelik, S. Martin, N.H. Barton, Genetics 202 (2016) 775–786.
[Preprint] View | Files available | DOI | PubMed | Europe PMC
 
[22]
2016 | Published | Journal Article | IST-REx-ID: 1529 | OA
Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Artificial Intelligence 234 (2016) 26–48.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[21]
2015 | Published | Technical Report | IST-REx-ID: 5443 | OA
A symbolic SAT-based algorithm for almost-sure reachability with small strategies in POMDPs
K. Chatterjee, M. Chmelik, J. Davies, A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs, IST Austria, 2015.
[Published Version] View | Files available | DOI
 
[20]
2015 | Published | Journal Article | IST-REx-ID: 1501 | OA
CEGAR for compositional analysis of qualitative properties in Markov decision processes
K. Chatterjee, M. Chmelik, P. Daca, Formal Methods in System Design 47 (2015) 230–264.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[19]
2015 | Published | Conference Paper | IST-REx-ID: 1603 | OA
Counterexample explanation by learning small strategies in Markov decision processes
T. Brázdil, K. Chatterjee, M. Chmelik, A. Fellner, J. Kretinsky, in:, Springer, 2015, pp. 158–177.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[18]
2015 | Published | Conference Paper | IST-REx-ID: 1689 | OA
Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games
M. Svoreňová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cěrná, C. Belta, in:, Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, ACM, 2015, pp. 259–268.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[17]
2015 | Published | Conference Paper | IST-REx-ID: 1691
Temporal logic motion planning using POMDPs with parity objectives: Case study paper
M. Svoreňová, M. Chmelik, K. Leahy, H. Eniser, K. Chatterjee, I. Cěrná, C. Belta, in:, Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, ACM, 2015, pp. 233–238.
View | DOI
 
[16]
2015 | Published | Conference Paper | IST-REx-ID: 1732 | OA
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, in:, IEEE, 2015, pp. 325–330.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[15]
2015 | Published | Conference Paper | IST-REx-ID: 1820 | OA
Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, in:, Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence , AAAI Press, 2015, pp. 3496–3502.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
[14]
2015 | Published | Journal Article | IST-REx-ID: 1873 | OA
POMDPs under probabilistic semantics
K. Chatterjee, M. Chmelik, Artificial Intelligence 221 (2015) 46–72.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
[13]
2014 | Published | Technical Report | IST-REx-ID: 5412 | OA
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[12]
2014 | Published | Technical Report | IST-REx-ID: 5413 | OA
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[11]
2014 | Published | Technical Report | IST-REx-ID: 5414 | OA
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[10]
2014 | Published | Technical Report | IST-REx-ID: 5424 | OA
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[9]
2014 | Published | Technical Report | IST-REx-ID: 5426 | OA
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[8]
2014 | Published | Journal Article | IST-REx-ID: 1733 | OA
Interface simulation distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, Theoretical Computer Science 560 (2014) 348–363.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.)
 
[7]
2014 | Published | Conference Paper | IST-REx-ID: 2027 | OA
Verification of markov decision processes using learning algorithms
T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, D. Parker, M. Ujma, in:, F. Cassez, J.-F. Raskin (Eds.), Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Society of Industrial and Applied Mathematics, 2014, pp. 98–114.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[6]
2014 | Published | Conference Paper | IST-REx-ID: 2063
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, M. Chmelik, P. Daca, in:, Springer, 2014, pp. 473–490.
View | Files available | DOI
 
[5]
2013 | Published | Conference Paper | IST-REx-ID: 2886 | OA
Controllable-choice message sequence graphs
M. Chmelik, V. Řehák, 7721 (2013) 118–130.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[4]
2013 | Published | Technical Report | IST-REx-ID: 5400 | OA
What is decidable about partially observable Markov decision processes with ω-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, What Is Decidable about Partially Observable Markov Decision Processes with ω-Regular Objectives, IST Austria, 2013.
[Published Version] View | Files available | DOI
 
[3]
2013 | Published | Conference Paper | IST-REx-ID: 2295 | OA
What is decidable about partially observable Markov decision processes with omega-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, 23 (2013) 165–180.
[Published Version] View | Files available | DOI
 
[2]
2012 | Published | Conference Paper | IST-REx-ID: 2916 | OA
Interface Simulation Distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, in:, Electronic Proceedings in Theoretical Computer Science, EPTCS, 2012, pp. 29–42.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | arXiv
 
[1]
2012 | Published | Conference Paper | IST-REx-ID: 2947 | OA
Equivalence of games with probabilistic uncertainty and partial observation games
K. Chatterjee, M. Chmelik, R. Majumdar, in:, Springer, 2012, pp. 385–399.
[Preprint] View | DOI | Download Preprint (ext.)
 
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30 Publications

Mark all

[30]
2020 | Published | Conference Paper | IST-REx-ID: 8193
Multiple-environment Markov decision processes: Efficient analysis and applications
K. Chatterjee, M. Chmelik, D. Karkhanis, P. Novotný, A. Royer, in:, Proceedings of the 30th International Conference on Automated Planning and Scheduling, Association for the Advancement of Artificial Intelligence, 2020, pp. 48–56.
View | Files available
 
[29]
2017 | Published | Journal Article | IST-REx-ID: 1407 | OA
Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games
M. Svoreňová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cěrná, C. Belta, Nonlinear Analysis: Hybrid Systems 23 (2017) 230–253.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
[28]
2016 | Published | Conference Paper | IST-REx-ID: 1324
Indefinite-horizon reachability in Goal-DEC-POMDPs
K. Chatterjee, M. Chmelik, in:, Proceedings of the Twenty-Sixth International Conference on International Conference on Automated Planning and Scheduling, AAAI Press, 2016, pp. 88–96.
View | Download None (ext.)
 
[27]
2016 | Published | Conference Paper | IST-REx-ID: 1327 | OA
Stochastic shortest path with energy constraints in POMDPs
T. Brázdil, K. Chatterjee, M. Chmelik, A. Gupta, P. Novotný, in:, Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems, ACM, 2016, pp. 1465–1466.
[Preprint] View | Download Preprint (ext.)
 
[26]
2016 | Published | Thesis | IST-REx-ID: 1397
Algorithms for partially observable markov decision processes
M. Chmelik, Algorithms for Partially Observable Markov Decision Processes, Institute of Science and Technology Austria, 2016.
View
 
[25]
2016 | Published | Conference Paper | IST-REx-ID: 1166
A symbolic SAT based algorithm for almost sure reachability with small strategies in pomdps
K. Chatterjee, M. Chmelik, J. Davies, in:, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, AAAI Press, 2016, pp. 3225–3232.
View | Files available
 
[24]
2016 | Published | Journal Article | IST-REx-ID: 1477 | OA
What is decidable about partially observable Markov decision processes with ω-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, Journal of Computer and System Sciences 82 (2016) 878–911.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[23]
2016 | Published | Journal Article | IST-REx-ID: 1518 | OA
Efficient strategies for calculating blockwise likelihoods under the coalescent
K. Lohse, M. Chmelik, S. Martin, N.H. Barton, Genetics 202 (2016) 775–786.
[Preprint] View | Files available | DOI | PubMed | Europe PMC
 
[22]
2016 | Published | Journal Article | IST-REx-ID: 1529 | OA
Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Artificial Intelligence 234 (2016) 26–48.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[21]
2015 | Published | Technical Report | IST-REx-ID: 5443 | OA
A symbolic SAT-based algorithm for almost-sure reachability with small strategies in POMDPs
K. Chatterjee, M. Chmelik, J. Davies, A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs, IST Austria, 2015.
[Published Version] View | Files available | DOI
 
[20]
2015 | Published | Journal Article | IST-REx-ID: 1501 | OA
CEGAR for compositional analysis of qualitative properties in Markov decision processes
K. Chatterjee, M. Chmelik, P. Daca, Formal Methods in System Design 47 (2015) 230–264.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[19]
2015 | Published | Conference Paper | IST-REx-ID: 1603 | OA
Counterexample explanation by learning small strategies in Markov decision processes
T. Brázdil, K. Chatterjee, M. Chmelik, A. Fellner, J. Kretinsky, in:, Springer, 2015, pp. 158–177.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[18]
2015 | Published | Conference Paper | IST-REx-ID: 1689 | OA
Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games
M. Svoreňová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cěrná, C. Belta, in:, Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, ACM, 2015, pp. 259–268.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[17]
2015 | Published | Conference Paper | IST-REx-ID: 1691
Temporal logic motion planning using POMDPs with parity objectives: Case study paper
M. Svoreňová, M. Chmelik, K. Leahy, H. Eniser, K. Chatterjee, I. Cěrná, C. Belta, in:, Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, ACM, 2015, pp. 233–238.
View | DOI
 
[16]
2015 | Published | Conference Paper | IST-REx-ID: 1732 | OA
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, in:, IEEE, 2015, pp. 325–330.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[15]
2015 | Published | Conference Paper | IST-REx-ID: 1820 | OA
Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, in:, Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence , AAAI Press, 2015, pp. 3496–3502.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
[14]
2015 | Published | Journal Article | IST-REx-ID: 1873 | OA
POMDPs under probabilistic semantics
K. Chatterjee, M. Chmelik, Artificial Intelligence 221 (2015) 46–72.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
[13]
2014 | Published | Technical Report | IST-REx-ID: 5412 | OA
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[12]
2014 | Published | Technical Report | IST-REx-ID: 5413 | OA
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[11]
2014 | Published | Technical Report | IST-REx-ID: 5414 | OA
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[10]
2014 | Published | Technical Report | IST-REx-ID: 5424 | OA
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[9]
2014 | Published | Technical Report | IST-REx-ID: 5426 | OA
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria, 2014.
[Published Version] View | Files available | DOI
 
[8]
2014 | Published | Journal Article | IST-REx-ID: 1733 | OA
Interface simulation distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, Theoretical Computer Science 560 (2014) 348–363.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.)
 
[7]
2014 | Published | Conference Paper | IST-REx-ID: 2027 | OA
Verification of markov decision processes using learning algorithms
T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, D. Parker, M. Ujma, in:, F. Cassez, J.-F. Raskin (Eds.), Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Society of Industrial and Applied Mathematics, 2014, pp. 98–114.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[6]
2014 | Published | Conference Paper | IST-REx-ID: 2063
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, M. Chmelik, P. Daca, in:, Springer, 2014, pp. 473–490.
View | Files available | DOI
 
[5]
2013 | Published | Conference Paper | IST-REx-ID: 2886 | OA
Controllable-choice message sequence graphs
M. Chmelik, V. Řehák, 7721 (2013) 118–130.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[4]
2013 | Published | Technical Report | IST-REx-ID: 5400 | OA
What is decidable about partially observable Markov decision processes with ω-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, What Is Decidable about Partially Observable Markov Decision Processes with ω-Regular Objectives, IST Austria, 2013.
[Published Version] View | Files available | DOI
 
[3]
2013 | Published | Conference Paper | IST-REx-ID: 2295 | OA
What is decidable about partially observable Markov decision processes with omega-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, 23 (2013) 165–180.
[Published Version] View | Files available | DOI
 
[2]
2012 | Published | Conference Paper | IST-REx-ID: 2916 | OA
Interface Simulation Distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, in:, Electronic Proceedings in Theoretical Computer Science, EPTCS, 2012, pp. 29–42.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | arXiv
 
[1]
2012 | Published | Conference Paper | IST-REx-ID: 2947 | OA
Equivalence of games with probabilistic uncertainty and partial observation games
K. Chatterjee, M. Chmelik, R. Majumdar, in:, Springer, 2012, pp. 385–399.
[Preprint] View | DOI | Download Preprint (ext.)
 
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