Sili Huang

Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning

Tackling Continual Offline RL through Selective Weights Activation on Aligned Spaces

Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces

Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling

Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning

A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning