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» Feature Markov Decision Processes
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QEST
2006
IEEE
14 years 1 months ago
Game-based Abstraction for Markov Decision Processes
Marta Z. Kwiatkowska, Gethin Norman, David Parker
ATAL
2004
Springer
14 years 25 days ago
Decentralized Markov Decision Processes with Event-Driven Interactions
Decentralized MDPs provide a powerful formal framework for planning in multi-agent systems, but the complexity of the model limits its usefulness. We study in this paper a class o...
Raphen Becker, Shlomo Zilberstein, Victor R. Lesse...
ATAL
2004
Springer
14 years 25 days ago
Graphical Models in Local, Asymmetric Multi-Agent Markov Decision Processes
In multi-agent MDPs, it is generally necessary to consider the joint state space of all agents, making the size of the problem and the solution exponential in the number of agents...
Dmitri A. Dolgov, Edmund H. Durfee
ECP
1997
Springer
106views Robotics» more  ECP 1997»
13 years 11 months ago
Bounded Parameter Markov Decision Processes
Robert Givan, Sonia M. Leach, Thomas Dean