Experiments with Monte Carlo Othello

— In this paper, we report on our experiments with using Monte Carlo simulation (specifically the UCT algorithm) as the basis for an Othello playing program. Monte Carlo methods have been used for other games in the past, most recently and notably in successful Go playing programs. We show that Monte Carlo-based players have potential for Othello, and that evolutionary algorithms can be used to improve their strength.

• Type: Conference
• Year: 2007
• Where: CEC
• Authors: Philip Hingston, Martin Masek
• Keywords: Artificial Intelligence, CEC 2007, Monte Carlo, Monte Carlo Methods, Monte Carlo Simulation