29 Publications

Mark all

[29]
2017 | 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.
View | Files available | DOI | Download (ext.) | arXiv
 
[28]
2016 | 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
 
[27]
2016 | Journal Article | IST-REx-ID: 1477
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.
View | Files available | DOI | Download (ext.) | arXiv
 
[26]
2016 | Conference Paper | IST-REx-ID: 1327   OA
Stochastic shortest path with energy constraints in POMDPs
T. Brázdil, K. Chatterjee, M. Chmelik, A. Gupta, P. Novotny, in:, Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems, ACM, 2016, pp. 1465–1466.
View | Download (ext.)
 
[25]
2016 | Journal Article | IST-REx-ID: 1529
Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Artificial Intelligence 234 (2016) 26–48.
View | Files available | DOI | Download (ext.) | arXiv
 
[24]
2016 | Thesis | IST-REx-ID: 1397
Algorithms for partially observable markov decision processes
M. Chmelik, Algorithms for Partially Observable Markov Decision Processes, IST Austria, 2016.
View
 
[23]
2016 | 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.
View | Files available | DOI
 
[22]
2016 | 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 (ext.)
 
[21]
2015 | 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.
View | Files available | Download (ext.) | arXiv
 
[20]
2015 | Conference Paper | IST-REx-ID: 1732
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.
View | Files available | DOI | Download (ext.) | arXiv
 
[19]
2015 | 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.
View | Files available | DOI
 
[18]
2015 | Journal Article | IST-REx-ID: 1873   OA
POMDPs under probabilistic semantics
K. Chatterjee, M. Chmelik, Artificial Intelligence 221 (2015) 46–72.
View | DOI | Download (ext.) | arXiv
 
[17]
2015 | Journal Article | IST-REx-ID: 1501
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.
View | Files available | DOI | Download (ext.)
 
[16]
2015 | 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
 
[15]
2015 | Conference Paper | IST-REx-ID: 1603
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.
View | Files available | DOI | Download (ext.)
 
[14]
2015 | Conference Paper | IST-REx-ID: 1689
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.
View | Files available | DOI | Download (ext.)
 
[13]
2014 | 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
 
[12]
2014 | Technical Report | IST-REx-ID: 5412
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
View | Files available | DOI
 
[11]
2014 | Technical Report | IST-REx-ID: 5424
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.
View | Files available | DOI
 
[10]
2014 | 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.
View | DOI | Download (ext.)
 
[9]
2014 | Technical Report | IST-REx-ID: 5413
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
View | Files available | DOI
 
[8]
2014 | Journal Article | IST-REx-ID: 1733
Interface simulation distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, Theoretical Computer Science 560 (2014) 348–363.
View | Files available | DOI | Download (ext.)
 
[7]
2014 | 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.
View | Files available | DOI
 
[6]
2014 | 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.
View | Files available | DOI
 
[5]
2013 | Conference Paper | IST-REx-ID: 2886   OA
Controllable-choice message sequence graphs
M. Chmelik, V. Řehák, 7721 (2013) 118–130.
View | DOI | Download (ext.)
 
[4]
2013 | 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.
View | Files available | DOI
 
[3]
2013 | Conference Paper | IST-REx-ID: 2295 View | Files available | DOI
 
[2]
2012 | 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.
View | DOI | Download (ext.)
 
[1]
2012 | 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.
View | Files available | DOI | Download (ext.) | arXiv
 

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29 Publications

Mark all

[29]
2017 | 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.
View | Files available | DOI | Download (ext.) | arXiv
 
[28]
2016 | 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
 
[27]
2016 | Journal Article | IST-REx-ID: 1477
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.
View | Files available | DOI | Download (ext.) | arXiv
 
[26]
2016 | Conference Paper | IST-REx-ID: 1327   OA
Stochastic shortest path with energy constraints in POMDPs
T. Brázdil, K. Chatterjee, M. Chmelik, A. Gupta, P. Novotny, in:, Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems, ACM, 2016, pp. 1465–1466.
View | Download (ext.)
 
[25]
2016 | Journal Article | IST-REx-ID: 1529
Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Artificial Intelligence 234 (2016) 26–48.
View | Files available | DOI | Download (ext.) | arXiv
 
[24]
2016 | Thesis | IST-REx-ID: 1397
Algorithms for partially observable markov decision processes
M. Chmelik, Algorithms for Partially Observable Markov Decision Processes, IST Austria, 2016.
View
 
[23]
2016 | 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.
View | Files available | DOI
 
[22]
2016 | 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 (ext.)
 
[21]
2015 | 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.
View | Files available | Download (ext.) | arXiv
 
[20]
2015 | Conference Paper | IST-REx-ID: 1732
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.
View | Files available | DOI | Download (ext.) | arXiv
 
[19]
2015 | 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.
View | Files available | DOI
 
[18]
2015 | Journal Article | IST-REx-ID: 1873   OA
POMDPs under probabilistic semantics
K. Chatterjee, M. Chmelik, Artificial Intelligence 221 (2015) 46–72.
View | DOI | Download (ext.) | arXiv
 
[17]
2015 | Journal Article | IST-REx-ID: 1501
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.
View | Files available | DOI | Download (ext.)
 
[16]
2015 | 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
 
[15]
2015 | Conference Paper | IST-REx-ID: 1603
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.
View | Files available | DOI | Download (ext.)
 
[14]
2015 | Conference Paper | IST-REx-ID: 1689
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.
View | Files available | DOI | Download (ext.)
 
[13]
2014 | 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
 
[12]
2014 | Technical Report | IST-REx-ID: 5412
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
View | Files available | DOI
 
[11]
2014 | Technical Report | IST-REx-ID: 5424
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.
View | Files available | DOI
 
[10]
2014 | 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.
View | DOI | Download (ext.)
 
[9]
2014 | Technical Report | IST-REx-ID: 5413
CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.
View | Files available | DOI
 
[8]
2014 | Journal Article | IST-REx-ID: 1733
Interface simulation distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, Theoretical Computer Science 560 (2014) 348–363.
View | Files available | DOI | Download (ext.)
 
[7]
2014 | 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.
View | Files available | DOI
 
[6]
2014 | 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.
View | Files available | DOI
 
[5]
2013 | Conference Paper | IST-REx-ID: 2886   OA
Controllable-choice message sequence graphs
M. Chmelik, V. Řehák, 7721 (2013) 118–130.
View | DOI | Download (ext.)
 
[4]
2013 | 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.
View | Files available | DOI
 
[3]
2013 | Conference Paper | IST-REx-ID: 2295 View | Files available | DOI
 
[2]
2012 | 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.
View | DOI | Download (ext.)
 
[1]
2012 | 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.
View | Files available | DOI | Download (ext.) | arXiv
 

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