Deep learning in computer chess

• Main Author: Zhao, Yu
• Other Authors: He Ying
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/172008
• Institution: Nanyang Technological University

This report demonstrates a statistic chess position evaluation of a chess engine using two differ- ent neural network architectures. In this project, I worked on two deep learning techniques to achieve the aim of in a seven-class classification task using 10,000 distinct chess positions from Kaggl...