Deep learning and computer chess (Part 1): using neural networks for chess evaluation functions

• Main Author: U, Jeremy Keat
• Other Authors: He Ying
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175276
• Institution: Nanyang Technological University

This report presents the implementation of two different chess evaluation functions based on the Giraffe and DeepChess papers. In the first implementation, the evaluator network architecture from Giraffe’s evaluation function was adapted into a multiclass classifier designed to predict 7 classi...