Existence of optimal strategies in Markov games with incomplete information
نویسندگان
چکیده
منابع مشابه
Existence of optimal strategies in Markov games with incomplete information
The existence of a value and optimal strategies is proved for the class of twoperson repeated games where the state follows a Markov chain independently of players’ actions and at the beginning of each stage only player one is informed about the state. The results apply to the case of standard signaling where players’ stage actions are observable, as well as to the model with general signals pr...
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The Markov game (also called stochastic game (Filar & Vrieze 1997)) has been adopted as a theoretical framework for multiagent reinforcement learning (Littman 1994). In a Markov game, there are n agents, each facing a Markov decision process (MDP). All agents’ MDPs are correlated through their reward functions and the state transition function. As Markov decision process provides a theoretical ...
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ژورنال
عنوان ژورنال: International Journal of Game Theory
سال: 2008
ISSN: 0020-7276,1432-1270
DOI: 10.1007/s00182-008-0134-5