Search Results for author: Elliot Doe

Found 2 papers, 1 papers with code

Proof Number Based Monte-Carlo Tree Search

1 code implementation • 16 Mar 2023 • Jakub Kowalski, Elliot Doe, Mark H. M. Winands, Daniel Górski, Dennis J. N. J. Soemers

Furthermore, we extend this new algorithm to properly address games with draws, like Awari, by adding an additional layer of PNS on top of the MCTS tree.

Decision Making

Paper
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Combining Monte-Carlo Tree Search with Proof-Number Search

no code implementations • 8 Jun 2022 • Elliot Doe, Mark H. M. Winands, Dennis J. N. J. Soemers, Cameron Browne

Proof-Number Search (PNS) and Monte-Carlo Tree Search (MCTS) have been successfully applied for decision making in a range of games.

Decision Making

Paper
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