Guiding Monte Carlo Tree Search simulations through Bayesian Opponent Modeling in The Octagon Theory

Board games present a very challenging problem in the decision-making topic of Artificial Intelligence. Although classical tree search approaches have been successful in various board games, such as Chess, these approaches are still very limited by modern technology when applied to higher complexity...

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Bibliographic Details
Main Author: Hugo Miguel Pimenta Lopes Fernandes (author)
Format: masterThesis
Language:eng
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10216/67642
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/67642