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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
VALUETOOLS
2006
ACM
142views Hardware» more  VALUETOOLS 2006»
14 years 1 months ago
M/M/C queues with Markov modulated service processes
Motivated by the need to study traffic flow affected by incidents we consider M/M/C queueing system where servers operate in a Markovian environment. When a traffic incident hap...
Melike Baykal-Gursoy, Zhe Duan
ATAL
2004
Springer
14 years 1 months 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 1 months 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