Solving large-scale planning and deep learning problems

• Main Author: Aung, Aye Phyu Phyu
• Other Authors: Bo An
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/164838
• Institution: Nanyang Technological University

Game theory has been researched and applied in many scenarios. However, the state, action space and time of most games are set as discrete to find the optimal strategy. Hence, the primary focus of the research will be on solving problems with large-scale action space as the direct usage of existing...