Open access
Aug 2026
Multi-Agent Reinforcement Learning via Agent-Specific Preference
This paper introduces Multi-AGent Preference-Integrated lEarning (MAGPIE), a framework that leverages agent-specific preference signals in the multi-agent learning process and can derive Nash equilibrium solutions.
Ni Mu, Yao Luan, Yiqin Yang et al.
· IEEE Transactions on Automat... · 0 citations