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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Detalhes bibliográficos
Autor principal: Hugo Miguel Pimenta Lopes Fernandes (author)
Formato: masterThesis
Idioma:eng
Publicado em: 2013
Assuntos:
Texto completo:https://hdl.handle.net/10216/67642
País:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/67642