Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play

Deep Reinforcement Learning combined with Fictitious Play shows impressive results on many benchmark games, most of which are, however, single-stage. In contrast, real-world decision making problems may consist of multiple stages, where the observation spaces and the action spaces can be completely...

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Hauptverfasser: Xi, Wei, Zhang, Yongxin, Xiao, Changnan, Huang, Xuefeng, Deng, Shihong, Liang, Haowei, Chen, Jie, Sun, Peng
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Sprache:eng
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