Improving sample efficiency using attention in deep reinforcement learning

• Main Author: Ong, Dorvin Poh Jie
• Other Authors: Lee Bu Sung, Francis
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/150563
• Institution: Nanyang Technological University

Reinforcement learning is becoming increasingly popular due to its cumulative feats in mainstream games such as DOTA2 and Go as well as its applicability to many fields. It has displayed potential in exceeding human levels of performance in complicated environments and sequential decision-making pro...