12 citations · 16 across the 9 of their papers we have counts for
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cs.LG2021★ 1 cited
Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics
Yuan Pu, Shaochen Wang, Xin Yao +1
The performance of deep reinforcement learning methods prone to degenerate when applied to environments with non-stationary dynamics. In this paper, we utilize the latent context r…
cs.AI2021★ 12 cited
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning
Yuan Pu, Shaochen Wang, Rui Yang +2
Deep reinforcement learning methods have shown great performance on many challenging cooperative multi-agent tasks. Two main promising research directions are multi-agent value fun…