Configurable mirror descent : Towards a unification of decision making

• Main Authors: LI, Pengdeng, LI, Shuxin, YANG, Chang, WANG, Xinrun, CHAN, Hau, AN, Bo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Decision making categorization; Decision making algorithm; Reinforcement learning; Machine learning; Artificial Intelligence and Robotics; Management Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9829; https://ink.library.smu.edu.sg/context/sis_research/article/10829/viewcontent/li24an.pdf
• Institution: Singapore Management University

Decision-making problems, categorized as single-agent, e.g., Atari, cooperative multi-agent, e.g., Hanabi, competitive multi-agent, e.g., Hold’em poker, and mixed cooperative and competitive, e.g., football, are ubiquitous in the real world. Although various methods have been proposed to address the...