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An analysis of Monte Carlo tree search

Author: James, S ; Konidaris, G ; Rosman, Benjamin S Date: Feb 2017 Monte Carlo Tree Search (MCTS) is a family of directed search algorithms that has gained widespread attention in recent years. Despite the vast amount of research into MCTS, the effect of modifications on the algorithm, as well as the manner ... Read more
An investigation into the effectiveness of heavy rollouts in UCT

Author: James, S ; Rosman, Benjamin S ; Konidaris, G Date: Jul 2016 Monte Carlo Tree Search (MCTS) is a family of directed search algorithms that has gained widespread attention in recent years, with its domain-independent nature making it particularly attractive to fields such as General Game Playing. Despite ... Read more

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Browsing by Subject "MCTS"

Browsing by Subject "MCTS"

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