Interaction structure and dimensionality reduction in decentralized MDPs

Proceedings of the National Conference on Artificial Intelligence

Volumn 3, Issue , 2008, Pages 1440-1441

  Allen, Martin ^a   Petrik, Marek ^a   Zilberstein, Shlomo ^a  

^a University of Massachusetts Amherst   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGENT INTERACTIONS; AUTOMATICALLY GENERATED; BILINEAR PROGRAMMINGS; DIMENSIONALITY REDUCTIONS; GENERAL MODELS; INTERACTION STRUCTURES; MARKOV DECISION PROCESSES; MULTI AGENTS; ORIGINAL PROBLEMS; PROBLEM DIFFICULTIES; REDUCED FORMS;

AGENTS; ARTIFICIAL INTELLIGENCE; BIONICS; FLOW INTERACTIONS;

THEOREM PROVING;

EID: 57749106245     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Allen, M.; Petrik, M.; and Zilberstein, S. 2008. Interaction structure and dimensionality in decentralized problem solving. Technical Report UM-CS-2008-11, University of Massachusetts Amherst, Department of Computer Science.
2. Becker, R.; Zilberstein, S.; Lesser, V.; and Goldman, C. V. 2004. Solving transition independent decentralized MDPs. Journal of Artificial Intelligence Research 22:423-455.
3. Bernstein, D. S.; Givan, R.; Immerman, N.; and Zilberstein, S. 2002. The complexity of decentralized control of Markov decision processes. Math. Operations Research 27(4):819-840.
4. Petrik, M., and Zilberstein, S. 2007. Anytime coordination using separable bilinear programs. In Proceedings of the Twenty-Second Conference on Artificial Intelligence, 750-755.
5. Rabinovich, Z.; Goldman, C. V.; and Rosenschein, J. S. 2003. The complexity of multiagent systems: The price of silence. In Proceedings of the Second International Joint Conference on Autonomous Agents and Multi-Agent Systems, 1102-1103.
6. Seuken, S., and Zilberstein, S. 2005. Formal models and algorithms for decentralized control of multiple agents. Technical Report UM-CS-2005-68, University of Massachusetts, Amherst, Department of Computer Science.