Online Prototype Alignment for Few-shot Policy Transfer. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Yunkai Gao 001; Kaizhao Yuan; Ruizhi Chen; Siming Lan; Xing Hu 001; Zidong Du; Xishan Zhang; Qi Guo 001; et al. (ICML, 2023)

Context Shift Reduction for Offline Meta-Reinforcement Learning. - Yunkai Gao 001; Rui Zhang 040; Jiaming Guo; Fan Wu; Qi Yi; Shaohui Peng; Siming Lan; Ruizhi Chen; Zidong Du; Xing Hu 001; Qi Guo 001; Ling Li 001; et al. (NeurIPS, 2023)

Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. - Siming Lan; Rui Zhang 040; Qi Yi; Jiaming Guo; Shaohui Peng; Yunkai Gao 001; Fan Wu; Ruizhi Chen; Zidong Du; Xing Hu 001; Xishan Zhang; Ling Li 001; et al. (NeurIPS, 2023)

OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. - Fan Wu; Rui Zhang 040; Qi Yi; Yunkai Gao 001; Jiaming Guo; Shaohui Peng; Siming Lan; Husheng Han; Yansong Pan; Kaizhao Yuan; Pengwei Jin; Ruizhi Chen; et al. (AAAI, 2024)

Prompt-based Visual Alignment for Zero-shot Policy Transfer. - Haihan Gao; Rui Zhang 040; Qi Yi; Hantao Yao; Haochen Li 002; Jiaming Guo; Shaohui Peng; Yunkai Gao 001; QiCheng Wang; Xing Hu 001; Yuanbo Wen; Zihao Zhang; et al. (ICML, 2024)

Morphology generalizable reinforcement learning via multi-level graph features. - Yansong Pan; Rui Zhang 040; Jiaming Guo; Shaohui Peng; Fan Wu; Kaizhao Yuan; Yunkai Gao 001; Siming Lan; Ruizhi Chen; Ling Li 001; Xing Hu 001; Zidong Du; et al. (Neurocomputing, 2025)

Policy Constraint by Only Support Constraint for Offline Reinforcement Learning. - Yunkai Gao 001; Jiaming Guo; Fan Wu; Rui Zhang 040 (CoRR, 2025)