Improving sample efficiency using attention in deep reinforcement learning

• المؤلف الرئيسي: Ong, Dorvin Poh Jie
• مؤلفون آخرون: Lee Bu Sung, Francis
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/150563
• المؤسسة: 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...