Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL. - Qin-Wen Luo; Ming-Kun Xie; Ye-Wen Wang; Sheng-Jun Huang (NeurIPS, 2024)

Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL. - Qin-Wen Luo; Ming-Kun Xie; Ye-Wen Wang; Sheng-Jun Huang (CoRR, 2025)