Monte Carlo Tree Search for games with hidden information and uncertainty

Monte Carlo Tree Search (MCTS) is an AI technique that has been successfully applied to many deterministic games of perfect information, leading to large advances in a number of domains, such as Go and General Game Playing. Imperfect information games are less well studied in the field of AI despite...

Full description

Bibliographic Details
Main Author: Whitehouse, Daniel
Other Authors: Cowling, Peter I.
Published: University of York 2014
Subjects:
004
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.638997