Deep learning and computer chess (part 2)

• Main Author: Xu, Shiguang
• Other Authors: He Ying
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/156528
• Institution: Nanyang Technological University

Monte Carlo Tree Search (MCTS) is a probabilistic search algorithm that uses random simulations to build a search tree. It is computationally expensive, and the quality of the results correlate with the effectiveness of the algorithm. This goal of this project was to develop enhancements to improve...