PPB-MCTS: A novel distributed-memory parallel partial-backpropagation Monte Carlo tree search algorithm

Monte-Carlo Tree Search (MCTS) is an adaptive and heuristic tree-search algorithm designed to uncover sub-optimal actions at each decision-making point. This method progressively constructs a search tree by gathering samples throughout its execution. Predominantly applied within the realm of gaming,...

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Veröffentlicht in:	Journal of parallel and distributed computing Jg. 193; S. 104944
Hauptverfasser:	Naderzadeh, Yashar, Grosu, Daniel, Chinnam, Ratna Babu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.11.2024
Schlagworte:	Job shop scheduling Monte Carlo tree search Parallel algorithms Parallel algorithms Job shop scheduling Monte Carlo tree search
ISSN:	0743-7315
Online-Zugang:	Volltext
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