ICML 2024: "Rethinking Decision Transformer via Hierarchical Reinforcement Learning"
ICML 2024: "KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations"
ICML 2024: "EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search"
CVPR 2024: "Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts"
ICLR 2024: "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback"
ICLR 2024: "AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model"
Artificial Intelligence (AIJ) 2023: "Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning"
Scientia Sinica Informationis 2023: "Research and Application of Game AI"
ICML 2023: "MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL"
ICML 2023: "RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution"
ICLR 2023: "ERL-Re2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation"
ICLR 2023: "Boosting Multiagent Reinforcement Learning via Permutation Invariant and Permutation Equivariant Networks"
ICLR 2023: "EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model"