An iterative algorithm for solving constrained decentralized Markov decision processes

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2006, Pages 1089-1094

  Beynier, Aurélie ^a   Mouaddib, Abdel Illah ^a  

^a ENSICAEN   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; DECENTRALIZED CONTROL; DECISION THEORY; ITERATIVE METHODS; MARKOV PROCESSES; MULTI AGENT SYSTEMS;

ITERATIVE ALGORITHMS; MARKOV DECISION PROCESSES (MDP); TEMPORAL CONSTRAINTS;

LEARNING ALGORITHMS;

EID: 33750726391     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Becker, R.; Zilberstein, S.; Lesser, V.; and Goldman, C. 2003. Transition-independent decentralized markov decision processes. In AAMAS, 41-48.
2. Becker, R.; Lesser, V.; and Zilberstein, S. 2004. Decentralized markov decision processes with event-driven interactions, In AAMAS, 302-309.
3. Bernstein, D.; Zilberstein, S.; and Immerman, N. 2002. The complexity of decentralized control of mdps. In Mathematics of Operations Research, 27(4):819-840.
4. Beynier, A., and Mouaddib, A.I. 2005, A polynomial algorithm for decentralized markov decision processes with temporal constraints. AAMAS 963-969.
5. Goldman, C., and Zilberstein, S. 2004. Decentralized control of cooperative systems: Categorization and complexity analysis. JAIR 22:143-174.
6. Nair, R.; Tambe, M.; Yokoo, M.; Marsella, S.; and Pynadath, D.V. 2003. Taming decentralized pomdps: Towards efficient policy computation for multiagent settings. In IJCAI, 705-711.
7. Peshkin, L.; Kim, K.; Meuleu, N.; and Kaelbling, L. 2000. Learning to cooperate via policy search. In UAI, 307-314.
8. Pynadath, D., and Tambe, M. 2002. The communicative multiagent team decision problem: Analyzing teamwork theories and models. JAIR 389-423.