HMCTS-OP: Hierarchical MCTS Based Online Planning in the Asymmetric Adversarial Environment

The Monte Carlo Tree Search (MCTS) has demonstrated excellent performance in solving many planning problems. However, the state space and the branching factors are huge, and the planning horizon is long in many practical applications, especially in the adversarial environment. It is computationally...

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Bibliographic Details
Main Authors: Lina Lu, Wanpeng Zhang, Xueqiang Gu, Xiang Ji, Jing Chen
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/12/5/719