AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong

In recent years, deep neural networks for strategy games have made significant progress. AlphaZero-like frameworks which combine Monte-Carlo tree search with reinforcement learning have been successfully applied to numerous games with perfect information. However, they have not been developed for do...

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Bibliographic Details
Main Authors: Jannis Blüml, Johannes Czech, Kristian Kersting
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1014561/full