no code implementations • 7 Dec 2023 • Guangchong Zhou, Zhiwei Xu, Zeren Zhang, Guoliang Fan
The coordination between agents in multi-agent systems has become a popular topic in many fields.
no code implementations • 4 Feb 2023 • Zhiwei Xu, Bin Zhang, Dapeng Li, Guangchong Zhou, Zeren Zhang, Guoliang Fan
Value decomposition methods have gained popularity in the field of cooperative multi-agent reinforcement learning.
no code implementations • 6 Jun 2022 • Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Hao Chen, Guoliang Fan
Almost all multi-agent reinforcement learning algorithms without communication follow the principle of centralized training with decentralized execution.