| May 01, 2025 | Two papers accepted by ICML 2025: “MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning”, “R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models” |
| Jan 23, 2025 | One paper accepted by ICLR 2025: “Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions” |
| Sep 26, 2024 | Three papers accepted by NeurIPS 2024: “CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making”, “DiffuserLite: Towards Real-time Diffusion Planning”, “PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation” |
| Jan 15, 2024 | Two papers accepted by ICLR 2024: “Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model”, “Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback” |
| Aug 05, 2023 | One paper accepted by CIKM 2023: “A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving” |