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20222026
most citedSafe Model-Based Reinforcement Learning with an Uncertainty-Aware Reachability Certificate

2 citations · 2 across the 6 of their papers we have counts for

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cs.LG2025

Distributional Soft Actor-Critic with Diffusion Policy

Tong Liu, Yinuo Wang, Xujie Song +6

Reinforcement learning has been proven to be highly effective in handling complex control tasks. Traditional methods typically use unimodal distributions, such as Gaussian distribu…

cs.LG2025

Enhanced DACER Algorithm with High Diffusion Efficiency

Yinuo Wang, Likun Wang, Mining Tan +11

Due to their expressive capacity, diffusion models have shown great promise in offline RL and imitation learning. Diffusion Actor-Critic with Entropy Regulator (DACER) extended thi…