Depth-Limited Solving for Imperfect-Information Games

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), pp. 7663-7674, 2018.

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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

A fundamental challenge in imperfect-information games is that states do not have well-defined values. As a result, depth-limited search algorithms used in single-agent settings and perfect-information games do not apply. This paper introduces a principled way to conduct depth-limited solving in imperfect-information games by allowing the...More

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