Bi-Directional Monte Carlo Tree Search

This paper describes a new algorithm called Bi-Directional Monte Carlo Tree Search. The essential idea of Bi-directional Monte Carlo Tree Search is to run an MCTS forwards from the start state, and simultaneously run an MCTS backwards from the goal state, and stop when the two searches meet. Bi-Di...

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Bibliographic Details
Main Author: Spoerer, Kristian
Format: Article
Language:English
Published: Penerbit Universiti Kebangsaan Malaysia 2021
Online Access:http://journalarticle.ukm.my/16841/
http://journalarticle.ukm.my/16841/1/02.pdf