Monte Carlo Tree Search: A Survey of Theories and Applications

T Ou, Y Lu, X Wu, J Cao - … on Big Data, Artificial Intelligence and …, 2022 - ieeexplore.ieee.org
Monte Carlo Tree Search (MCTS) is a state-of-the-art family of algorithms that combine
Monte Carlo evaluations with tree search. It is attracting more and more interest due to its …

[Retracted] Finder‐MCTS: A Cognitive Spectrum Allocation Based on Traveling State Priority and Scenario Simulation in IoV

Z Li, H Shao - Wireless Communications and Mobile …, 2021 - Wiley Online Library
With the increasing number of intelligent connected vehicles, the problem of scarcity of
communication resources has become increasingly obvious. It is a practical issue with …

Know your Enemy: Investigating Monte-Carlo Tree Search with Opponent Models in Pommerman

J Weil, J Czech, T Meuser, K Kersting - arXiv preprint arXiv:2305.13206, 2023 - arxiv.org
In combination with Reinforcement Learning, Monte-Carlo Tree Search has shown to
outperform human grandmasters in games such as Chess, Shogi and Go with little to no …

[PDF][PDF] Finder-MCTS: A Cognitive Spectrum Allocation Based on

Z Li, H Shao - smallheavy.github.io
Abstract 5 With the increasing number of intelligent connected vehicles, the problem of
scarcity of communication resources 6 has become increasingly obvious. It is a practical …