A review of cooperative multi-agent deep reinforcement learning

• Published in: Applied intelligence (Dordrecht, Netherlands) Vol. 53; no. 11; pp. 13677 - 13722
• Main Authors: Oroojlooy, Afshin, Hajinezhad, Davood
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.06.2023; Springer Nature B.V
• Subjects: Algorithms; Artificial Intelligence; Computer Science; Deep learning; Machine learning; Machines; Manufacturing; Mechanical Engineering; Multiagent systems; Processes; Cooperative learning; Reinforcement learning; Multi-agent systems

Deep Reinforcement Learning has made significant progress in multi-agent systems in recent years. The aim of this review article is to provide an overview of recent approaches on Multi-Agent Reinforcement Learning (MARL) algorithms. Our classification of MARL approaches includes five categories for...