Abstract : We deal with multi-agent Markov decision processes (MDPs) in which cooperation among players is allowed. We find a cooperative payoff distribution procedure (MDP-CPDP) that distributes in the course of the game the payoff that players would earn in the long run game. We show under which conditions such a MDP-CPDP fulfills a time consistency property, contents greedy players, and strengthen the coalition cohesiveness throughout the game. Finally we refine the concept of Core for Cooperative MDPs.
https://hal.inria.fr/hal-00926471
Contributeur : Konstantin Avrachenkov
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Soumis le : jeudi 9 janvier 2014 - 16:01:32
Dernière modification le : samedi 27 janvier 2018 - 01:31:39
