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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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2 papers · 1 filter

cs.LG2024

Diffusion Actor-Critic with Entropy Regulator

Yinuo Wang, Likun Wang, Yuxuan Jiang +8

Reinforcement learning (RL) has proven highly effective in addressing complex decision-making and control tasks. However, in most traditional RL algorithms, the policy is typically…

cs.LG2024

Policy Bifurcation in Safe Reinforcement Learning

Wenjun Zou, Yao Lyu, Jie Li +7

Safe reinforcement learning (RL) offers advanced solutions to constrained optimal control problems. Existing studies in safe RL implicitly assume continuity in policy functions, wh…