Deep learning and computer chess (part 2)

• Main Author: Ngoh, Guang Wei
• Other Authors: He Ying
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/144972
• Institution: Nanyang Technological University

Monte Carlo Tree Search (MCTS) is a probabilistic algorithm that has gained traction in recent years. MCTS uses lightweight random simulations to selectively grow a game tree and has experienced success in domains with vast search spaces, such as chess. This project explores the usage of the MCTS...