Credit assignment in multiagent reinforcement learning for large agent population

• Main Author: SINGH, Arambam James
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Multiagent Reinforcement Learning; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/etd_coll/364; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1362&context=etd_coll
• Institution: Singapore Management University

In the current age, rapid growth in sectors like finance, transportation etc., involve fast digitization of industrial processes. This creates a huge opportunity for next-generation artificial intelligence system with multiple agents operating at scale. Multiagent reinforcement learning (MARL) is th...