IEEE transactions on cybernetics
Signaling-Driven Incentive Communication for Enhanced Multiagent Reinforcement Learning in Dynamic Environments.
Kexing Peng, Pengyi Li, Jianye Hao
Published: 202510.1109/TCYB.2025.3625137
Abstract
Centralized training and decentralized execution (CTDE) frameworks in cooperative multiagent reinforcement learning (MARL) address nonstationarity and scalability in dynamic environments. However, coordination among agents remains challenging due to…
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