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09/19/2023
Monte-Carlo tree search with uncertainty propagation via optimal transport
This paper introduces a novel backup strategy for Monte-Carlo Tree Searc...
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02/11/2022
A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search
Monte-Carlo Tree Search (MCTS) is a class of methods for solving complex...
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07/01/2020
Convex Regularization in Monte-Carlo Tree Search
Monte-Carlo planning and Reinforcement Learning (RL) are essential to se...
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11/01/2019