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Scalable decision-making for games of imperfect information - Nature

Scalable decision-making for games of imperfect information - Nature

요약

Ataraxos, an AI for the board wargame Stratego, establishes a design pattern for reinforcement learning and search that is effective under large amounts of hidden information, a longstanding desideratum of the field of strategic decision-making.

본문

Design of Ataraxos Ataraxos consists of two interdependent self-play reinforcement learning processes, realized by transformer networks for set-up selection and move selection; a belief network trai…

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