Data-efficient multi-agent reinforcement learning

• Main Author: Wong, Reuben Yuh Sheng
• Other Authors: Bo An
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/163136
• Institution: Nanyang Technological University

With great success in Reinforcement Learning’s application to a suite of single-agent environments, it is natural to consider its application towards environments that mimic the real world to a greater degree. One such class of environments would be decentralised multi-agent environments, mimicking...