Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
109 | Luca de Alfaro, Krishnendu Chatterjee, Marco Faella, Axel Legay |
Qualitative Logics and Equivalences for Probabilistic Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
QEST ![In: Fourth International Conference on the Quantitative Evaluaiton of Systems (QEST 2007), 17-19 September 2007, Edinburgh, Scotland, UK, pp. 237-248, 2007, IEEE Computer Society, 0-7695-2883-X. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
83 | Sooraj Bhat, David L. Roberts 0001, Mark J. Nelson, Charles L. Isbell Jr., Michael Mateas |
A globally optimal algorithm for TTD-MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), Honolulu, Hawaii, USA, May 14-18, 2007, pp. 199, 2007, IFAAMAS, 978-81-904262-7-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Markov decision processes, convex optimization, interactive entertainment |
83 | Kee-Eung Kim, Thomas L. Dean |
Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI 2002: Trends in Artificial Intelligence, 7th Pacific Rim International Conference on Artificial Intelligence, Tokyo, Japan, August 18-22, 2002, Proceedings, pp. 80-89, 2002, Springer, 3-540-44038-0. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
82 | Krishnendu Chatterjee |
Markov Decision Processes with Multiple Long-Run Average Objectives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FSTTCS ![In: FSTTCS 2007: Foundations of Software Technology and Theoretical Computer Science, 27th International Conference, New Delhi, India, December 12-14, 2007, Proceedings, pp. 473-484, 2007, Springer, 978-3-540-77049-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
69 | Dmitri A. Dolgov, Edmund H. Durfee |
Symmetric approximate linear programming for factored MDPs with application to constrained problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Ann. Math. Artif. Intell. ![In: Ann. Math. Artif. Intell. 47(3-4), pp. 273-293, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Mathematics Subject Classifications (2000) 60J22, 62C99, 90C90 |
68 | Hugo Gimbert, Wieslaw Zielonka |
Limits of Multi-Discounted Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LICS ![In: 22nd IEEE Symposium on Logic in Computer Science (LICS 2007), 10-12 July 2007, Wroclaw, Poland, Proceedings, pp. 89-98, 2007, IEEE Computer Society, 0-7695-2908-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
56 | Eric V. Denardo, Eugene A. Feinberg, Uriel G. Rothblum |
On occupation measures for total-reward MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CDC ![In: Proceedings of the 47th IEEE Conference on Decision and Control, CDC 2008, December 9-11, 2008, Cancún, Mexico, pp. 4460-4465, 2008, IEEE, 978-1-4244-3123-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
56 | Dmitri A. Dolgov, Michael R. James 0001, Michael E. Samples |
Combinatorial resource scheduling for multiagent MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), Honolulu, Hawaii, USA, May 14-18, 2007, pp. 201, 2007, IFAAMAS, 978-81-904262-7-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
task and resource allocation in agent systems, multiagent planning |
52 | Jianhui Wu 0006, Edmund H. Durfee |
Automated resource-driven mission phasing techniques for constrained agents. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), July 25-29, 2005, Utrecht, The Netherlands, pp. 331-338, 2005, ACM, 1-59593-094-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
abstract MDPs, constrained MDPs, mission phasing, mixed integer programming |
42 | Thomas Gabel, Martin A. Riedmiller |
Evaluation of Batch-Mode Reinforcement Learning Methods for Solving DEC-MDPs with Changing Action Sets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EWRL ![In: Recent Advances in Reinforcement Learning, 8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised and Selected Papers, pp. 82-95, 2008, Springer, 978-3-540-89721-7. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
42 | Dmitri A. Dolgov, Edmund H. Durfee |
Resource allocation among agents with preferences induced by factored MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, May 8-12, 2006, pp. 297-304, 2006, ACM, 1-59593-303-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
(multi-)agent planning, task and resource allocation in agent systems |
42 | Alberto Reyes, Pablo H. Ibargüengoytia, Luis Enrique Sucar |
Power Plant Operator Assistant: An Industrial Application of Factored MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICAI ![In: MICAI 2004: Advances in Artificial Intelligence, Third Mexican International Conference on Artificial Intelligence, Mexico City, Mexico, April 26-30, 2004, Proceedings, pp. 565-573, 2004, Springer, 3-540-21459-3. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
41 | Mark Kroon, Shimon Whiteson |
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICMLA ![In: International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009, pp. 324-330, 2009, IEEE Computer Society, 978-0-7695-3926-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
factored MDPs, feature selection, Reinforcement learning |
41 | Juan Frausto Solís, Elizabeth Santiago D., Jaime Mora-Vargas |
Cosine Policy Iteration for Solving Infinite-Horizon Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICAI ![In: MICAI 2009: Advances in Artificial Intelligence, 8th Mexican International Conference on Artificial Intelligence, Guanajuato, Mexico, November 9-13, 2009. Proceedings, pp. 75-86, 2009, Springer, 978-3-642-05257-6. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
cosine simplex method, Markov decision processes, hybrid method, policy iteration |
41 | Tiffany Barnes, John C. Stamper |
Toward Automatic Hint Generation for Logic Proof Tutoring Using Historical Student Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Intelligent Tutoring Systems ![In: Intelligent Tutoring Systems, 9th International Conference, ITS 2008, Montreal, Canada, June 23-27, 2008, Proceedings, pp. 373-382, 2008, Springer, 978-3-540-69130-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
41 | Carlos Diuk, Andre Cohen, Michael L. Littman |
An object-oriented representation for efficient reinforcement learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008, pp. 240-247, 2008, ACM, 978-1-60558-205-4. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
41 | Stefan J. Witwicki, Edmund H. Durfee |
Commitment-driven distributed joint policy search. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), Honolulu, Hawaii, USA, May 14-18, 2007, pp. 75, 2007, IFAAMAS, 978-81-904262-7-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
coordination, negotiation, agent modeling |
41 | Janusz Marecki, Milind Tambe |
On opportunistic techniques for solving decentralized Markov decision processes with temporal constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), Honolulu, Hawaii, USA, May 14-18, 2007, pp. 219, 2007, IFAAMAS, 978-81-904262-7-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
decentralized Markov decision process, locally optimal solution, multi-agent systems, temporal constraints |
41 | Alberto Reyes, Luis Enrique Sucar, Eduardo F. Morales 0001, Pablo H. Ibargüengoytia |
Solving Hybrid Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICAI ![In: MICAI 2006: Advances in Artificial Intelligence, 5th Mexican International Conference on Artificial Intelligence, Apizaco, Mexico, November 13-17, 2006, Proceedings, pp. 227-236, 2006, Springer, 3-540-49026-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
41 | Shulin Cui, Jigui Sun, Minghao Yin, Shuai Lu 0001 |
Solving Uncertain Markov Decision Problems: An Interval-Based Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICNC (2) ![In: Advances in Natural Computation, Second International Conference, ICNC 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part II, pp. 948-957, 2006, Springer, 3-540-45907-3. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
41 | Aurélie Beynier, Abdel-Illah Mouaddib |
A polynomial algorithm for decentralized Markov decision processes with temporal constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), July 25-29, 2005, Utrecht, The Netherlands, pp. 963-969, 2005, ACM, 1-59593-094-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
multi-agent systems, uncertainty, planning, Markov decision processes |
41 | Raphen Becker, Shlomo Zilberstein, Victor R. Lesser |
Decentralized Markov Decision Processes with Event-Driven Interactions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 19-23 August 2004, New York, NY, USA, pp. 302-309, 2004, IEEE Computer Society, 1-58113-864-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
41 | Xi-Ren Cao |
From Perturbation Analysis to Markov Decision Processes and Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Discret. Event Dyn. Syst. ![In: Discret. Event Dyn. Syst. 13(1-2), pp. 9-39, 2003. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
gradient-based policy iteration, perturbation realization, TD(), Q-learning, Poisson equations, Potentials |
41 | Raphen Becker, Shlomo Zilberstein, Victor R. Lesser, Claudia V. Goldman |
Transition-independent decentralized markov decision processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: The Second International Joint Conference on Autonomous Agents & Multiagent Systems, AAMAS 2003, July 14-18, 2003, Melbourne, Victoria, Australia, Proceedings, pp. 41-48, 2003, ACM, 1-58113-683-8. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
decentralized MDP, decision-theoretic planning |
40 | Calin Ciufudean, Otilia Ciufudean, Constantin Filote |
New Models for Immune Mechanism Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MDA ![In: Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry, Third International Conference, MDA 2008, Leipzig, Germany, July 14, 2008, Proceedings, pp. 1-11, 2008, Springer, 978-3-540-70714-1. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Markov Decision Processes (MDPs), Immune mechanisms diagnosis, Petri nets |
40 | Xi-Ren Cao |
Basic Ideas for Event-Based Optimization of Markov Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Discret. Event Dyn. Syst. ![In: Discret. Event Dyn. Syst. 15(2), pp. 169-197, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
Markov decision processes (MDPs), performance potentials, policy gradients, aggregation, perturbation analysis, POMDPs, policy iteration |
30 | Gellért Weisz, András György 0001, Csaba Szepesvári |
Online RL in Linearly qπ-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.07811, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Runyu Zhang, Yang Hu, Na Li 0002 |
Regularized Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.11626, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
30 | Gellért Weisz, András György 0001, Csaba Szepesvári |
Online RL in Linearly qπ-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
30 | Eugene A. Feinberg, Jefferson Huang |
Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Oper. Res. Lett. ![In: Oper. Res. Lett. 46(2), pp. 179-184, 2018. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
30 | Kim Bauters, Weiru Liu, Lluís Godo |
Anytime Algorithms for Solving Possibilistic MDPs and Hybrid MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FoIKS ![In: Foundations of Information and Knowledge Systems - 9th International Symposium, FoIKS 2016, Linz, Austria, March 7-11, 2016. Proceedings, pp. 24-41, 2016, Springer, 978-3-319-30023-8. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
30 | Richard S. Sutton, Doina Precup, Satinder Singh 0001 |
Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Artif. Intell. ![In: Artif. Intell. 112(1-2), pp. 181-211, 1999. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
28 | Moser Silva Fagundes, Roberto Centeno, Holger Billhardt, Sascha Ossowski |
Designing Organized Multiagent Systems through MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MATES ![In: Multiagent System Technologies, 7th German Conference, MATES 2009, Hamburg, Germany, September 9-11, 2009. Proceedings, pp. 183-188, 2009, Springer, 978-3-642-04142-6. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
28 | Feng Wu 0001, Xiaoping Chen |
Solving Large-Scale and Sparse-Reward DEC-POMDPs with Correlation-MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RoboCup ![In: RoboCup 2007: Robot Soccer World Cup XI, July 9-10, 2007, Atlanta, GA, USA, pp. 208-219, 2007, Springer, 978-3-540-68846-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
28 | Song Zhiwei, Chen Xiaoping |
States evolution in Theta(lambda)-learning based on logical MDPs with negation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SMC ![In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Montréal, Canada, 7-10 October 2007, pp. 1624-1629, 2007, IEEE, 978-1-4244-0990-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
28 | Sarah Osentoski, Sridhar Mahadevan |
Learning state-action basis functions for hierarchical MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007, pp. 705-712, 2007, ACM, 978-1-59593-793-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
28 | Jianhui Wu 0006, Edmund H. Durfee |
Mixed-integer linear programming for transition-independent decentralized MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, May 8-12, 2006, pp. 1058-1060, 2006, ACM, 1-59593-303-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
transition-independent decentralized MDP, mixed integer linear programming, MDP, piecewise linear approximation |
28 | Gerardo I. Simari, Simon Parsons |
On the relationship between MDPs and the BDI architecture. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, May 8-12, 2006, pp. 1041-1048, 2006, ACM, 1-59593-303-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
policy, markov decision process, intention |
28 | Dmitri A. Dolgov, Edmund H. Durfee |
Computationally-efficient combinatorial auctions for resource allocation in weakly-coupled MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), July 25-29, 2005, Utrecht, The Netherlands, pp. 657-664, 2005, ACM, 1-59593-094-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
distributed implementation, generalized Vickrey auctions, markov decision processes, combinatorial auctions |
28 | David I. Ferguson, Anthony Stentz |
Focussed Propagation of MDPs for Path Planning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICTAI ![In: 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 15-17 November 2004, Boca Raton, FL, USA, pp. 310-317, 2004, IEEE Computer Society, 0-7695-2236-X. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Lihong Li 0001, Michael L. Littman, Christopher R. Mansley |
Online exploration in least-squares policy iteration. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS (2) ![In: 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), Budapest, Hungary, May 10-15, 2009, Volume 2, pp. 733-739, 2009, IFAAMAS, 978-0-9817381-7-8. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP BibTeX RDF |
PAC-MDP, least-squares policy iteration (LSPI), reinforcement learning, Markov decision processes, exploration |
27 | Yanjie Li, Baoqun Yin, Hongsheng Xi |
Partially Observable Markov Decision Processes and Performance Sensitivity Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Syst. Man Cybern. Part B ![In: IEEE Trans. Syst. Man Cybern. Part B 38(6), pp. 1645-1651, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Pritam Roy, David Parker 0001, Gethin Norman, Luca de Alfaro |
Symbolic Magnifying Lens Abstraction in Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
QEST ![In: Fifth International Conference on the Quantitative Evaluaiton of Systems (QEST 2008), 14-17 September 2008, Saint-Malo, France, pp. 103-112, 2008, IEEE Computer Society, 978-0-7695-3360-5. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Ronald Ortner |
Pseudometrics for State Aggregation in Average Reward Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ALT ![In: Algorithmic Learning Theory, 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings, pp. 373-387, 2007, Springer, 978-3-540-75224-0. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin |
Building Relational World Models for Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ILP ![In: Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers, pp. 280-291, 2007, Springer, 978-3-540-78468-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli |
Multi-task reinforcement learning: a hierarchical Bayesian approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007, pp. 1015-1022, 2007, ACM, 978-1-59593-793-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Jeffrey Johns, Sridhar Mahadevan |
Constructing basis functions from directed graphs for value function approximation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007, pp. 385-392, 2007, ACM, 978-1-59593-793-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Jennifer Boger, Jesse Hoey, Pascal Poupart, Craig Boutilier, Geoff R. Fernie, Alex Mihailidis |
A Planning System Based on Markov Decision Processes to Guide People With Dementia Through Activities of Daily Living. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Inf. Technol. Biomed. ![In: IEEE Trans. Inf. Technol. Biomed. 10(2), pp. 323-333, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Haibo Zhao, Prashant Doshi |
A Hierarchical Framework for Composing Nested Web Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICSOC ![In: Service-Oriented Computing - ICSOC 2006, 4th International Conference, Chicago, IL, USA, December 4-7, 2006, Proceedings, pp. 116-128, 2006, Springer, 3-540-68147-7. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Marta Z. Kwiatkowska, Gethin Norman, David Parker 0001 |
Game-based Abstraction for Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
QEST ![In: Third International Conference on the Quantitative Evaluation of Systems (QEST 2006), 11-14 September 2006, Riverside, California, USA, pp. 157-166, 2006, IEEE Computer Society, 0-7695-2665-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Nicole Immorlica, Kamal Jain, Mohammad Mahdian |
Game-Theoretic Aspects of Designing Hyperlink Structures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WINE ![In: Internet and Network Economics, Second International Workshop, WINE 2006, Patras, Greece, December 15-17, 2006, Proceedings, pp. 150-161, 2006, Springer, 3-540-68138-8. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Krishnendu Chatterjee, Rupak Majumdar, Thomas A. Henzinger |
Markov Decision Processes with Multiple Objectives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STACS ![In: STACS 2006, 23rd Annual Symposium on Theoretical Aspects of Computer Science, Marseille, France, February 23-25, 2006, Proceedings, pp. 325-336, 2006, Springer, 978-3-540-32301-3. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Kristian Kersting, Luc De Raedt |
Logical Markov Decision Programs and the Convergence of Logical TD(lambda). ![Search on Bibsonomy](Pics/bibsonomy.png) |
ILP ![In: Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings, pp. 180-197, 2004, Springer, 3-540-22941-8. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Dmitri A. Dolgov, Edmund H. Durfee |
Graphical Models in Local, Asymmetric Multi-Agent Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 19-23 August 2004, New York, NY, USA, pp. 956-963, 2004, IEEE Computer Society, 1-58113-864-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Fletcher Lu, Dale Schuurmans |
Model-Based Least-Squares Policy Evaluation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AI ![In: Advances in Artificial Intelligence, 16th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2003, Halifax, Canada, June 11-13, 2003, Proceedings, pp. 342-352, 2003, Springer, 3-540-40300-0. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
27 | Mohammad Ghavamzadeh, Sridhar Mahadevan |
A multiagent reinforcement learning algorithm by dynamically merging markov decision processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: The First International Joint Conference on Autonomous Agents & Multiagent Systems, AAMAS 2002, July 15-19, 2002, Bologna, Italy, Proceedings, pp. 845-846, 2002, ACM. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
26 | Jianhui Wu 0006, Edmund H. Durfee |
Sequential resource allocation in multiagent systems with uncertainties. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), Honolulu, Hawaii, USA, May 14-18, 2007, pp. 114, 2007, IFAAMAS, 978-81-904262-7-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
constrained MDPs, mission phasing, sequential resource allocation, mixed integer linear programming |
26 | Thomas A. Wagner, Anita Raja, Victor R. Lesser |
Modeling Uncertainty and its Implications to Sophisticated Control in Tæms Agents. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Auton. Agents Multi Agent Syst. ![In: Auton. Agents Multi Agent Syst. 13(3), pp. 235-292, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Agent scheduling, Contingency analysis, Uncertainty, Intelligent agents, Control, MDPs |
26 | Jiaying Shen, Victor R. Lesser, Norman Carver |
Minimizing communication cost in a distributed Bayesian network using a decentralized MDP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: The Second International Joint Conference on Autonomous Agents & Multiagent Systems, AAMAS 2003, July 14-18, 2003, Melbourne, Victoria, Australia, Proceedings, pp. 678-685, 2003, ACM, 1-58113-683-8. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
decentralized MDPs, Bayesian networks, action selection, decision-theoretic planning, coordination of multiple agents |
15 | Sivaramakrishnan Ramani, Archis Ghate |
A Family of \(\boldsymbol{s}\)-Rectangular Robust MDPs: Relative Conservativeness, Asymptotic Analyses, and Finite-Sample Properties. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIAM J. Optim. ![In: SIAM J. Optim. 34(2), pp. 1540-1568, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Long-Fei Li, Peng Zhao 0006, Zhi-Hua Zhou |
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.04568, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Toshinori Kitamura, Tadashi Kozuno, Masahiro Kato, Yuki Ichihara, Soichiro Nishimori, Akiyoshi Sannai, Sho Sonoda, Wataru Kumagai, Yutaka Matsuo |
A Policy Gradient Primal-Dual Algorithm for Constrained MDPs with Uniform PAC Guarantees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.17780, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Berk Bozkurt, Aditya Mahajan, Ashutosh Nayyar, Yi Ouyang 0002 |
Model approximation in MDPs with unbounded per-step cost. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.08813, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Adrian Müller, Pragnya Alatur, Volkan Cevher, Giorgia Ramponi, Niao He |
Truly No-Regret Learning in Constrained MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.15776, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Michael Gimelfarb, Ayal Taitler, Scott Sanner |
Constraint-Generation Policy Optimization (CGPO): Nonlinear Programming for Policy Optimization in Mixed Discrete-Continuous MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.12243, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Junze Deng, Yuan Cheng, Shaofeng Zou, Yingbin Liang |
Sample Complexity Characterization for Linear Contextual MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.02700, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli |
No-Regret Reinforcement Learning in Smooth MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.03792, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi 0001, Nicola Gatti 0001 |
Learning Adversarial MDPs with Stochastic Hard Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.03672, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Kazuki Watanabe 0003, Marck van der Vegt, Ichiro Hasuo, Jurriaan Rot, Sebastian Junges |
Pareto Curves for Compositionally Model Checking String Diagrams of MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.08377, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Matthew Zurek, Yudong Chen |
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.11477, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Hei Yi Mak, Flint Xiaofeng Fan, Luca A. Lanzendörfer, Cheston Tan, Wei Tsang Ooi, Roger Wattenhofer |
CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.20156, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Menno van Zutphen, Giannis Delimpaltadakis, Maurice Heemels, Duarte Antunes |
Predictable Interval MDPs through Entropy Regularization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.16711, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Kihyuk Hong, Ambuj Tewari |
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Low-Rank MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.04493, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal |
Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.02042, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Omer Ben-Porat, Yishay Mansour, Michal Moshkovitz, Boaz Taitler |
Principal-Agent Reward Shaping in MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.00298, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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15 | Prashansa Panda, Shalabh Bhatnagar |
Critic-Actor for Average Reward MDPs with Function Approximation: A Finite-Time Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.01371, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Ian A. Kash, Lev Reyzin, Zishun Yu |
Slowly Changing Adversarial Bandit Algorithms are Efficient for Discounted MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ALT ![In: International Conference on Algorithmic Learning Theory, 25-28 February 2024, La Jolla, California, USA., pp. 683-718, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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15 | Yulong Gao, Karl Henrik Johansson, Alessandro Abate |
CTL Model Checking of MDPs over Distribution Spaces: Algorithms and Sampling-based Computations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HSCC ![In: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2024, Hong Kong SAR, China, May 14-16, 2024, pp. 20:1-20:12, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Mateo Perez, Fabio Somenzi, Ashutosh Trivedi 0001 |
A PAC Learning Algorithm for LTL and Omega-Regular Objectives in MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 21510-21517, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Long-Fei Li, Peng Zhao 0006, Zhi-Hua Zhou |
Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 13572-13580, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Omer Ben-Porat, Yishay Mansour, Michal Moshkovitz, Boaz Taitler |
Principal-Agent Reward Shaping in MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 9502-9510, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Uri Gadot, Esther Derman, Navdeep Kumar, Maxence Mohamed Elfatihi, Kfir Levy, Shie Mannor |
Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 21090-21098, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Kazuki Watanabe 0003, Marck van der Vegt, Ichiro Hasuo, Jurriaan Rot, Sebastian Junges |
Pareto Curves for Compositionally Model Checking String Diagrams of MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
TACAS (2) ![In: Tools and Algorithms for the Construction and Analysis of Systems - 30th International Conference, TACAS 2024, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2024, Luxembourg City, Luxembourg, April 6-11, 2024, Proceedings, Part II, pp. 279-298, 2024, Springer, 978-3-031-57248-7. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
15 | Junze Deng, Yuan Cheng, Shaofeng Zou, Yingbin Liang |
Sample Complexity Characterization for Linear Contextual MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1693-1701, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
|
15 | Long-Fei Li, Peng Zhao, Zhi-Hua Zhou |
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3061-3069, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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15 | Miruna Oprescu, Andrew Bennett, Nathan Kallus |
Low-rank MDPs with Continuous Action Spaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4069-4077, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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15 | Germano Gabbianelli, Gergely Neu, Matteo Papini, Nneka Okolo |
Offline Primal-Dual Reinforcement Learning for Linear MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3169-3177, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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15 | Uday Kumar M, Veeraruna Kavitha, Sanjay P. Bhat, Nandyala Hemachandra |
Optimal Markov Policies for Finite-Horizon Constrained MDPs With Combined Additive and Multiplicative Utilities. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Control. Syst. Lett. ![In: IEEE Control. Syst. Lett. 7, pp. 2029-2034, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Qinbo Bai, Vaneet Aggarwal, Ather Gattami |
Provably Sample-Efficient Model-Free Algorithm for MDPs with Peak Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 24, pp. 60:1-60:25, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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15 | Ali Devran Kara, Naci Saldi, Serdar Yüksel |
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 24, pp. 199:1-199:34, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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15 | Shaorong Xie, Zhenyu Zhang 0013, Hang Yu 0006, Xiangfeng Luo |
Recurrent prediction model for partially observable MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 620, pp. 125-141, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Kosuke Sakamoto, Yasuharu Kunii |
A MDPs-Based Dynamic Path Planning in Unknown Environments for Hopping Locomotion. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 11, pp. 66694-66712, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Ravi N. Haksar, Mac Schwager |
Constrained Control of Large Graph-Based MDPs Under Measurement Uncertainty. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Autom. Control. ![In: IEEE Trans. Autom. Control. 68(11), pp. 6605-6620, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Frantisek Blahoudek, Petr Novotný 0001, Melkior Ornik, Pranay Thangeda, Ufuk Topcu |
Efficient Strategy Synthesis for MDPs With Resource Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Autom. Control. ![In: IEEE Trans. Autom. Control. 68(8), pp. 4586-4601, August 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | S. Akshay 0001, Krishnendu Chatterjee, Tobias Meggendorfer, Dorde Zikelic |
MDPs as Distribution Transformers: Affine Invariant Synthesis for Safety Objectives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.16796, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Junkai Zhang, Weitong Zhang, Quanquan Gu |
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.10165, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Matthew Zurek, Yudong Chen |
Span-Based Optimal Sample Complexity for Average Reward MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.13469, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
15 | Kasper Engelen, Guillermo A. Pérez 0001, Shrisha Rao 0002 |
Graph-Based Reductions for Parametric and Weighted MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.05739, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Zakaria Mhammedi, Adam Block, Dylan J. Foster, Alexander Rakhlin |
Efficient Model-Free Exploration in Low-Rank MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.03997, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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15 | Ted Moskovitz, Brendan O'Donoghue, Vivek Veeriah, Sebastian Flennerhag, Satinder Singh 0001, Tom Zahavy |
ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.01275, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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