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-Dire...
Main Author: | Kristian Spoerer |
---|---|
Format: | Article |
Language: | English |
Published: |
UKM Press
2021-06-01
|
Series: | Asia-Pacific Journal of Information Technology and Multimedia |
Subjects: | |
Online Access: | https://www.ukm.my/apjitm/view.php?id=199 |
Similar Items
-
PARALLEL MACHINE SCHEDULING WITH MONTE CARLO TREE SEARCH
by: Anita Agárdi, et al.
Published: (2021-04-01) -
An improved relief feature selection algorithm based on Monte-Carlo tree search
by: Jianyang Zheng, et al.
Published: (2019-01-01) -
A Path Planning Method Based on Improved Single Player-Monte Carlo Tree Search
by: Yu-Wei Xia, et al.
Published: (2020-01-01) -
An Entropy-Guided Monte Carlo Tree Search Approach for Generating Optimal Container Loading Layouts
by: Richard Cant, et al.
Published: (2018-11-01) -
Improving Monte Carlo Tree Search with Artificial Neural Networks without Heuristics
by: Alba Cotarelo, et al.
Published: (2021-02-01)