Cooperation in Stochastic Games
نویسندگان
چکیده
The aim of this study is to explore the phenomenon of cooperative learning in multiple agent stochastic game of Keepout. We intend to investigate whether for a given number of reinforcement learning agents, can cooperative agents outperform independent agents who do not communicate during learning. In that regard, we would like to work towards quantifying the benefits of cooperation in different ways like sharing instantaneous information, episodic experiences and learned knowledge after bearing the cost of cooperation. This report presents the work done in this regard upto now and associated future plans.
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تاریخ انتشار 2009