Learn to Effectively Explore in Context-Based Meta-RL. - Jin Zhang 016; Jianhao Wang; Hao Hu 006; Yingfeng Chen; Changjie Fan; Chongjie Zhang (CoRR, 2020)

MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration. - Jin Zhang 016; Jianhao Wang; Hao Hu 006; Tong Chen; Yingfeng Chen; Changjie Fan; Chongjie Zhang (ICML, 2021)

Efficient Hierarchical Exploration with Stable Subgoal Representation Learning. - Siyuan Li 003; Jin Zhang 016; Jianhao Wang; Chongjie Zhang (CoRR, 2021)

Active Hierarchical Exploration with Stable Subgoal Representation Learning. - Siyuan Li 003; Jin Zhang 016; Jianhao Wang; Yang Yu 001; Chongjie Zhang (ICLR, 2022)

CUP: Critic-Guided Policy Reuse. - Jin Zhang 016; Siyuan Li 003; Chongjie Zhang (NeurIPS, 2022)

Offline Meta Reinforcement Learning with In-Distribution Online Adaptation. - Jianhao Wang; Jin Zhang 016; Haozhe Jiang; Junyu Zhang; Liwei Wang; Chongjie Zhang (ICML, 2023)

IOB: integrating optimization transfer and behavior transfer for multi-policy reuse. - Siyuan Li 003; Hao Li; Jin Zhang 016; Zhen Wang 004; Peng Liu 008; Chongjie Zhang (Auton. Agents Multi Agent Syst., 2024)