Sanghyeon Lee

Self-Improving Skill Learning for Robust Skill-based Meta-Reinforcement Learning

Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning

LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning

Exclusively Penalized Q-learning for Offline Reinforcement Learning