Zhongjian Qiao

Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting

Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts

Cross-domain Offline Policy Adaptation with Dynamics- and Value-aligned Data Filtering

Cross-Domain Offline Policy Adaptation via Selective Transition Correction

Temporal Difference Learning with Constrained Initial Representations

Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint

Offline-to-Online Reinforcement Learning with Prioritized Experience Selection

InteractiveCOT: Aligning Dynamic Chain-of-Thought Planning for Embodied Decision-Making