no code implementations • 5 Sep 2021 • Zhenhui Ye, Xiaohong Jiang, Guanghua Song, Bowei Yang
The recent progress in multi-agent deep reinforcement learning(MADRL) makes it more practical in real-world tasks, but its relatively poor scalability and the partially observable constraints raise challenges to its performance and deployment.
no code implementations • 19 May 2020 • Zhenhui Ye, Yining Chen, Guanghua Song, Bowei Yang, Shen Fan
We demonstrate our approach by combining it with MADDPG and verifing the performance in two homogeneous and one heterogeneous environments.
Multi-agent Reinforcement Learning reinforcement-learning +1