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20232026
most citedMonte Carlo Tree Search in the Presence of Transition Uncertainty

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cs.AI2024

Expected Work Search: Combining Win Rate and Proof Size Estimation

Owen Randall, Martin Müller, Ting Han Wei +1

We propose Expected Work Search (EWS), a new game solving algorithm. EWS combines win rate estimation, as used in Monte Carlo Tree Search, with proof size estimation, as used in Pr…