-
4
-
-
77954951649
-
Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs
-
Amato, C., Bernstein, D. S., & Zilberstein, S. (2010). Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs. Autonomous Agents and Multi-Agent Systems, 21 (3), 293-320.
-
(2010)
Autonomous Agents and Multi-Agent Systems
, vol.21
, Issue.3
, pp. 293-320
-
-
Amato, C.1
Bernstein, D.S.2
Zilberstein, S.3
-
8
-
-
77952736651
-
An investigation into mathematical programming for finite horizon decentralized POMDPs
-
Aras, R., & Dutech, A. (2010). An investigation into mathematical programming for finite horizon decentralized POMDPs. Journal of Artificial Intelligence Research, 37, 329- 396.
-
(2010)
Journal of Artificial Intelligence Research
, vol.37
, pp. 329-396
-
-
Aras, R.1
Dutech, A.2
-
9
-
-
59449098657
-
Analyzing myopic approaches for multi-agent communication
-
Becker, R., Carlin, A., Lesser, V., & Zilberstein, S. (2009). Analyzing myopic approaches for multi-agent communication. Computational Intelligence, 25 (1), 31-50.
-
(2009)
Computational Intelligence
, vol.25
, Issue.1
, pp. 31-50
-
-
Becker, R.1
Carlin, A.2
Lesser, V.3
Zilberstein, S.4
-
11
-
-
1142293055
-
Transition-independent decentralized Markov decision processes
-
Becker, R., Zilberstein, S., Lesser, V., & Goldman, C. V. (2003). Transition-independent decentralized Markov decision processes. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2003)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Becker, R.1
Zilberstein, S.2
Lesser, V.3
Goldman, C.V.4
-
12
-
-
65349083220
-
Policy iteration for decentralized control of Markov decision processes
-
Bernstein, D. S., Amato, C., Hansen, E. A., & Zilberstein, S. (2009). Policy iteration for decentralized control of Markov decision processes. Journal of Artificial Intelligence Research, 34, 89-132.
-
(2009)
Journal of Artificial Intelligence Research
, vol.34
, pp. 89-132
-
-
Bernstein, D.S.1
Amato, C.2
Hansen, E.A.3
Zilberstein, S.4
-
13
-
-
0036874366
-
The complexity of decentralized control of Markov decision processes
-
Bernstein, D. S., Givan, R., Immerman, N., & Zilberstein, S. (2002). The complexity of decentralized control of Markov decision processes. Mathematics of Operations Research, 27 (4), 819-840.
-
(2002)
Mathematics of Operations Research
, vol.27
, Issue.4
, pp. 819-840
-
-
Bernstein, D.S.1
Givan, R.2
Immerman, N.3
Zilberstein, S.4
-
15
-
-
79961008708
-
Solving efficiently decentralized MDPs with temporal and resource constraints
-
Beynier, A., & Mouaddib, A.-I. (2011). Solving efficiently decentralized MDPs with temporal and resource constraints. Autonomous Agents and Multi-Agent Systems, 23 (3), 486- 539.
-
(2011)
Autonomous Agents and Multi-Agent Systems
, vol.23
, Issue.3
, pp. 486-539
-
-
Beynier, A.1
Mouaddib, A.-I.2
-
17
-
-
40949147745
-
A comprehensive survey of multi-agent reinforcement learning
-
Bu̧soniu, L., Babuška, R., & De Schutter, B. (2008). A comprehensive survey of multi-agent reinforcement learning. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 38 (2), 156-172.
-
(2008)
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
, vol.38
, Issue.2
, pp. 156-172
-
-
Bu̧soniu, L.1
Babuška, R.2
De Schutter, B.3
-
19
-
-
0000303438
-
The multiple sequence alignment problem in biology
-
Carrillo, H., & Lipman, D. (1988). The multiple sequence alignment problem in biology. SIAM Journal on Applied Mathematics, 48 (5), 1073-1082.
-
(1988)
SIAM Journal on Applied Mathematics
, vol.48
, Issue.5
, pp. 1073-1082
-
-
Carrillo, H.1
Lipman, D.2
-
20
-
-
0001909869
-
Incremental pruning: A simple, fast, exact method for partially observable Markov decision processes
-
Cassandra, A., Littman, M. L., & Zhang, N. L. (1997). Incremental pruning: A simple, fast, exact method for partially observable Markov decision processes. In Proc. of Uncertainty in Artificial Intelligence.
-
(1997)
Proc. of Uncertainty in Artificial Intelligence
-
-
Cassandra, A.1
Littman, M.L.2
Zhang, N.L.3
-
23
-
-
33847416802
-
Topologies on types
-
Dekel, E., Fudenberg, D., & Morris, S. (2006). Topologies on types. Theoretical Economics, 1 (3), 275-309.
-
(2006)
Theoretical Economics
, vol.1
, Issue.3
, pp. 275-309
-
-
Dekel, E.1
Fudenberg, D.2
Morris, S.3
-
24
-
-
84899461871
-
Producing efficient errorbounded solutions for transition independent decentralized MDPs
-
(Submitted for publication)
-
Dibangoye, J. S., Amato, C., Doniec, A., & Charpillet, F. (2013). Producing efficient errorbounded solutions for transition independent decentralized MDPs. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems. (Submitted for publication)
-
(2013)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Dibangoye, J.S.1
Amato, C.2
Doniec, A.3
Charpillet, F.4
-
27
-
-
59849115174
-
Graphical models for interactive POMDPs: Representations and solutions
-
Doshi, P., Zeng, Y., & Chen, Q. (2008). Graphical models for interactive POMDPs: representations and solutions. Autonomous Agents and Multi-Agent Systems, 18 (3), 376-416.
-
(2008)
Autonomous Agents and Multi-Agent Systems
, vol.18
, Issue.3
, pp. 376-416
-
-
Doshi, P.1
Zeng, Y.2
Chen, Q.3
-
29
-
-
69249202432
-
Using evolution strategies to solve DEC-POMDP problems
-
Eker, B., & Akin, H. L. (2010). Using evolution strategies to solve DEC-POMDP problems. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 14 (1), 35-47.
-
(2010)
Soft Computing - A Fusion of Foundations, Methodologies and Applications
, vol.14
, Issue.1
, pp. 35-47
-
-
Eker, B.1
Akin, H.L.2
-
30
-
-
84873750402
-
Solving decentralized POMDP problems using genetic algorithms
-
Eker, B., & Akin, H. L. (2013). Solving decentralized POMDP problems using genetic algorithms. Autonomous Agents and Multi-Agent Systems, 27 (1), 161-196.
-
(2013)
Autonomous Agents and Multi-Agent Systems
, vol.27
, Issue.1
, pp. 161-196
-
-
Eker, B.1
Akin, H.L.2
-
32
-
-
4544325183
-
Approximate solutions for partially observable stochastic games with common payoffs
-
Emery-Montemerlo, R., Gordon, G., Schneider, J., & Thrun, S. (2004). Approximate solutions for partially observable stochastic games with common payoffs. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2004)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Emery-Montemerlo, R.1
Gordon, G.2
Schneider, J.3
Thrun, S.4
-
33
-
-
33846159516
-
Game theoretic control for robot teams
-
Emery-Montemerlo, R., Gordon, G., Schneider, J., & Thrun, S. (2005). Game theoretic control for robot teams. In Proc. of the IEEE International Conference on Robotics and Automation.
-
(2005)
Proc. of the IEEE International Conference on Robotics and Automation
-
-
Emery-Montemerlo, R.1
Gordon, G.2
Schneider, J.3
Thrun, S.4
-
34
-
-
0038517214
-
Equivalence notions and model minimization in Markov decision processes
-
Givan, R., Dean, T., & Greig, M. (2003). Equivalence notions and model minimization in Markov decision processes. Artificial Intelligence, 14 (1-2), 163-223.
-
(2003)
Artificial Intelligence
, vol.14
, Issue.1-2
, pp. 163-223
-
-
Givan, R.1
Dean, T.2
Greig, M.3
-
36
-
-
34249732041
-
Learning to communicate in a decentralized environment
-
Goldman, C. V., Allen, M., & Zilberstein, S. (2007). Learning to communicate in a decentralized environment. Autonomous Agents and Multi-Agent Systems, 15 (1), 47-90.
-
(2007)
Autonomous Agents and Multi-Agent Systems
, vol.15
, Issue.1
, pp. 47-90
-
-
Goldman, C.V.1
Allen, M.2
Zilberstein, S.3
-
38
-
-
27344449757
-
Decentralized control of cooperative systems: Categorization and complexity analysis
-
Goldman, C. V., & Zilberstein, S. (2004). Decentralized control of cooperative systems: Categorization and complexity analysis. Journal of Artificial Intelligence Research, 22, 143-174.
-
(2004)
Journal of Artificial Intelligence Research
, vol.22
, pp. 143-174
-
-
Goldman, C.V.1
Zilberstein, S.2
-
41
-
-
0001770240
-
Value-function approximations for partially observable Markov decision processes
-
Hauskrecht, M. (2000). Value-function approximations for partially observable Markov decision processes. Journal of Artificial Intelligence Research, 13, 33-94.
-
(2000)
Journal of Artificial Intelligence Research
, vol.13
, pp. 33-94
-
-
Hauskrecht, M.1
-
42
-
-
0020113091
-
Decentralized control of finite state Markov processes
-
Hsu, K., & Marcus, S. (1982). Decentralized control of finite state Markov processes. IEEE Transactions on Automatic Control, 27 (2), 426-431.
-
(1982)
IEEE Transactions on Automatic Control
, vol.27
, Issue.2
, pp. 426-431
-
-
Hsu, K.1
Marcus, S.2
-
44
-
-
0001650390
-
Enhanced A&z.ast; Algorithms for multiple alignments: Optimal alignments for several sequences and k-opt approximate alignments for large cases
-
Ikeda, T., & Imai, H. (1999). Enhanced A&z.ast; algorithms for multiple alignments: optimal alignments for several sequences and k-opt approximate alignments for large cases. Theoretical Computer Science, 210 (2), 341-374.
-
(1999)
Theoretical Computer Science
, vol.210
, Issue.2
, pp. 341-374
-
-
Ikeda, T.1
Imai, H.2
-
45
-
-
0032073263
-
Planning and acting in partially observable stochastic domains
-
Kaelbling, L. P., Littman, M. L., & Cassandra, A. R. (1998). Planning and acting in partially observable stochastic domains. Artificial Intelligence, 101 (1-2), 99-134.
-
(1998)
Artificial Intelligence
, vol.101
, Issue.1-2
, pp. 99-134
-
-
Kaelbling, L.P.1
Littman, M.L.2
Cassandra, A.R.3
-
50
-
-
84899969517
-
Not all agents are equal: Scaling up distributed POMDPs for agent networks
-
Marecki, J., Gupta, T., Varakantham, P., Tambe, M., & Yokoo, M. (2008). Not all agents are equal: scaling up distributed POMDPs for agent networks. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2008)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Marecki, J.1
Gupta, T.2
Varakantham, P.3
Tambe, M.4
Yokoo, M.5
-
52
-
-
79955976414
-
Decentralized MDPs with sparse interactions
-
Melo, F. S., & Veloso, M. (2011). Decentralized MDPs with sparse interactions. Artificial Intelligence, 175 (11), 1757-1789.
-
(2011)
Artificial Intelligence
, vol.175
, Issue.11
, pp. 1757-1789
-
-
Melo, F.S.1
Veloso, M.2
-
55
-
-
84880823326
-
Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings
-
Nair, R., Tambe, M., Yokoo, M., Pynadath, D. V., & Marsella, S. (2003). Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings. In Proc. of the International Joint Conference on Artificial Intelligence.
-
(2003)
Proc. of the International Joint Conference on Artificial Intelligence
-
-
Nair, R.1
Tambe, M.2
Yokoo, M.3
Pynadath, D.V.4
Marsella, S.5
-
56
-
-
29344437834
-
Networked distributed POMDPs: A synthesis of distributed constraint optimization and POMDPs
-
Nair, R., Varakantham, P., Tambe, M., & Yokoo, M. (2005). Networked distributed POMDPs: A synthesis of distributed constraint optimization and POMDPs. In Proc. of the National Conference on Artificial Intelligence.
-
(2005)
Proc. of the National Conference on Artificial Intelligence
-
-
Nair, R.1
Varakantham, P.2
Tambe, M.3
Yokoo, M.4
-
58
-
-
85042914320
-
Decentralized POMDPs
-
M. Wiering & M. van Otterlo (Eds.), Springer Berlin Heidelberg
-
Oliehoek, F. A. (2012). Decentralized POMDPs. In M. Wiering & M. van Otterlo (Eds.), Reinforcement learning: State of the art (Vol. 12). Springer Berlin Heidelberg.
-
(2012)
Reinforcement Learning: State of the Art
, vol.12
-
-
Oliehoek, F.A.1
-
59
-
-
57349184659
-
The cross-entropy method for policy search in decentralized POMDPs
-
Oliehoek, F. A., Kooi, J. F., & Vlassis, N. (2008). The cross-entropy method for policy search in decentralized POMDPs. Informatica, 32, 341-357.
-
(2008)
Informatica
, vol.32
, pp. 341-357
-
-
Oliehoek, F.A.1
Kooi, J.F.2
Vlassis, N.3
-
61
-
-
84868289680
-
Heuristic search for identical payoff Bayesian games
-
Oliehoek, F. A., Spaan, M. T. J., Dibangoye, J., & Amato, C. (2010). Heuristic search for identical payoff Bayesian games. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2010)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Oliehoek, F.A.1
Spaan, M.T.J.2
Dibangoye, J.3
Amato, C.4
-
63
-
-
52249098423
-
Optimal and approximate Q-value functions for decentralized POMDPs
-
Oliehoek, F. A., Spaan, M. T. J., & Vlassis, N. (2008). Optimal and approximate Q-value functions for decentralized POMDPs. Journal of Artificial Intelligence Research, 32, 289-353.
-
(2008)
Journal of Artificial Intelligence Research
, vol.32
, pp. 289-353
-
-
Oliehoek, F.A.1
Spaan, M.T.J.2
Vlassis, N.3
-
64
-
-
84899909133
-
Exploiting locality of interaction in factored Dec-POMDPs
-
Oliehoek, F. A., Spaan, M. T. J., Whiteson, S., & Vlassis, N. (2008). Exploiting locality of interaction in factored Dec-POMDPs. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2008)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Oliehoek, F.A.1
Spaan, M.T.J.2
Whiteson, S.3
Vlassis, N.4
-
72
-
-
26444601262
-
Cooperative multi-agent learning: The state of the art
-
Panait, L., & Luke, S. (2005). Cooperative multi-agent learning: The state of the art. Autonomous Agents and Multi-Agent Systems, 11 (3), 387-434.
-
(2005)
Autonomous Agents and Multi-Agent Systems
, vol.11
, Issue.3
, pp. 387-434
-
-
Panait, L.1
Luke, S.2
-
75
-
-
1142292938
-
The communicative multiagent team decision problem: Analyzing teamwork theories and models
-
Pynadath, D. V., & Tambe, M. (2002). The communicative multiagent team decision problem: Analyzing teamwork theories and models. Journal of Artificial Intelligence Research, 16, 389-423.
-
(2002)
Journal of Artificial Intelligence Research
, vol.16
, pp. 389-423
-
-
Pynadath, D.V.1
Tambe, M.2
-
78
-
-
52249086942
-
Online planning algorithms for POMDPs
-
Ross, S., Pineau, J., Paquet, S., & Chaib-draa, B. (2008). Online planning algorithms for POMDPs. Journal of Artificial Intelligence Research, 32, 664-704.
-
(2008)
Journal of Artificial Intelligence Research
, vol.32
, pp. 664-704
-
-
Ross, S.1
Pineau, J.2
Paquet, S.3
Chaib-Draa, B.4
-
83
-
-
51649127552
-
Formal models and algorithms for decentralized decision making under uncertainty
-
Seuken, S., & Zilberstein, S. (2008). Formal models and algorithms for decentralized decision making under uncertainty. Autonomous Agents and Multi-Agent Systems, 17 (2), 190- 250.
-
(2008)
Autonomous Agents and Multi-Agent Systems
, vol.17
, Issue.2
, pp. 190-250
-
-
Seuken, S.1
Zilberstein, S.2
-
89
-
-
0032096675
-
Multiagent systems
-
Sycara, K. P. (1998). Multiagent systems. AI Magazine, 19 (2), 79-92.
-
(1998)
AI Magazine
, vol.19
, Issue.2
, pp. 79-92
-
-
Sycara, K.P.1
-
91
-
-
0022062265
-
On the complexity of decentralized decision making and detection problems
-
Tsitsiklis, J., & Athans, M. (1985). On the complexity of decentralized decision making and detection problems. IEEE Transactions on Automatic Control, 30 (5), 440-446.
-
(1985)
IEEE Transactions on Automatic Control
, vol.30
, Issue.5
, pp. 440-446
-
-
Tsitsiklis, J.1
Athans, M.2
-
92
-
-
0017983516
-
On delayed sharing patterns
-
Varaiya, P., & Walrand, J. (1978). On delayed sharing patterns. IEEE Transactions on Automatic Control, 23 (3), 443-445.
-
(1978)
IEEE Transactions on Automatic Control
, vol.23
, Issue.3
, pp. 443-445
-
-
Varaiya, P.1
Walrand, J.2
-
93
-
-
78650588227
-
Exploiting coordination locales in distributed POMDPs via social model shaping
-
Varakantham, P., Kwak, J. young, Taylor, M. E., Marecki, J., Scerri, P., & Tambe, M. (2009). Exploiting coordination locales in distributed POMDPs via social model shaping. In Proc. of the International Conference on Automated Planning and Scheduling.
-
(2009)
Proc. of the International Conference on Automated Planning and Scheduling
-
-
Kwak, V.P.1
Young, J.2
Taylor, M.E.3
Marecki, J.4
Scerri, P.5
Tambe, M.6
-
94
-
-
60349101997
-
Letting loose a SPIDER on a network of POMDPs: Generating quality guaranteed policies
-
Varakantham, P., Marecki, J., Yabu, Y., Tambe, M., & Yokoo, M. (2007). Letting loose a SPIDER on a network of POMDPs: Generating quality guaranteed policies. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2007)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Varakantham, P.1
Marecki, J.2
Yabu, Y.3
Tambe, M.4
Yokoo, M.5
-
95
-
-
34247187490
-
Winning back the cup for distributed POMDPs: Planning over continuous belief spaces
-
Varakantham, P., Nair, R., Tambe, M., & Yokoo, M. (2006). Winning back the cup for distributed POMDPs: planning over continuous belief spaces. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2006)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Varakantham, P.1
Nair, R.2
Tambe, M.3
Yokoo, M.4
-
96
-
-
84899454751
-
Distributed model shaping for scaling to decentralized POMDPs with hundreds of agents
-
Velagapudi, P., Varakantham, P., Scerri, P., & Sycara, K. (2011). Distributed model shaping for scaling to decentralized POMDPs with hundreds of agents. In Proc. of the International Conference on Autonomous Agents and Multi Agent Systems.
-
(2011)
Proc. of the International Conference on Autonomous Agents and Multi Agent Systems
-
-
Velagapudi, P.1
Varakantham, P.2
Scerri, P.3
Sycara, K.4
-
99
-
-
84868292432
-
-
Unpublished doctoral dissertation, University of Michigan, Ann Arbor, Michigan, USA
-
Witwicki, S. J. (2011). Abstracting Influences for Efficient Multiagent Coordination Under Uncertainty. Unpublished doctoral dissertation, University of Michigan, Ann Arbor, Michigan, USA
-
(2011)
Abstracting Influences for Efficient Multiagent Coordination under Uncertainty
-
-
Witwicki, S.J.1
-
103
-
-
78650942474
-
Online planning for multi-agent systems with bounded communication
-
Wu, F., Zilberstein, S., & Chen, X. (2011). Online planning for multi-agent systems with bounded communication. Artificial Intelligence, 175 (2), 487-511.
-
(2011)
Artificial Intelligence
, vol.175
, Issue.2
, pp. 487-511
-
-
Wu, F.1
Zilberstein, S.2
Chen, X.3
-
106
-
-
84862644620
-
Exploiting model equivalences for solving interactive dynamic influence diagrams
-
Zeng, Y., & Doshi, P. (2012). Exploiting model equivalences for solving interactive dynamic influence diagrams. Journal of Artificial Intelligence Research, 43, 211-255.
-
(2012)
Journal of Artificial Intelligence Research
, vol.43
, pp. 211-255
-
-
Zeng, Y.1
Doshi, P.2
-
107
-
-
80055062938
-
Utilizing partial policies for identifying equivalence of behavioral models
-
Zeng, Y., Doshi, P., Pan, Y., Mao, H., Chandrasekaran, M., & Luo, J. (2011). Utilizing partial policies for identifying equivalence of behavioral models. In Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence.
-
(2011)
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence
-
-
Zeng, Y.1
Doshi, P.2
Pan, Y.3
Mao, H.4
Chandrasekaran, M.5
Luo, J.6
|