Playing Extensive Games with Learning of Opponent’s Cognition
Chanjuan Liu,
Jinmiao Cong,
Weihong Yao
et al.
Abstract:Decision-making is a basic component of agents’ (e.g., intelligent sensors) behaviors, in which one’s cognition plays a crucial role in the process and outcome. Extensive games, a class of interactive decision-making scenarios, have been studied in diverse fields. Recently, a model of extensive games was proposed in which agent cognition of the structure of the underlying game and the quality of the game situations are encoded by artificial neural networks. This model refines the classic model of extensive gam… Show more
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