1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025
LLM-Driven Policy Diffusion: Enhancing Generalization in Offline Reinforcement Learning
Hanping Zhang, Yuhong Guo
Reinforcement Learning (RL) is known for its strong decision-making capabilities and has been widely applied in various real-world scenarios. However, with the increasing availabil…
cs.LG2025
Skill-based Safe Reinforcement Learning with Risk Planning
Hanping Zhang, Yuhong Guo
Safe Reinforcement Learning (Safe RL) aims to ensure safety when an RL agent conducts learning by interacting with real-world environments where improper actions can induce high co…
cs.LG2025★ 1 cited
Safety Modulation: Enhancing Safety in Reinforcement Learning through Cost-Modulated Rewards
Hanping Zhang, Yuhong Guo
Safe Reinforcement Learning (Safe RL) aims to train an RL agent to maximize its performance in real-world environments while adhering to safety constraints, as exceeding safety vio…