Zhang, Junshan

14 publications

ICLR 2025 AdaWM: Adaptive World Model Based Planning for Autonomous Driving Hang Wang, Xin Ye, Feng Tao, Chenbin Pan, Abhirup Mallik, Burhaneddin Yaman, Liu Ren, Junshan Zhang

CPAL 2025 Heterogeneous Decision Making in Mixed Traffic: Uncertainty-Aware Planning and Bounded Rationality Hang Wang, Qiaoyi Fang, Junshan Zhang

CPAL 2024 Algorithm Design for Online Meta-Learning with Task Boundary Detection Daouda Sow, Sen Lin, Yingbin Liang, Junshan Zhang

ICML 2024 How to Leverage Diverse Demonstrations in Offline Imitation Learning Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang

ICML 2024 OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang

ICLR 2023 CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang

ICML 2023 Warm-Start Actor-Critic: From Approximation Error to Sub-Optimality Gap Hang Wang, Sen Lin, Junshan Zhang

NeurIPS 2022 Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer Sen Lin, Li Yang, Deliang Fan, Junshan Zhang

AAAI 2022 Distributed Learning with Strategic Users: A Repeated Game Approach Abdullah Basar Akbay, Junshan Zhang

IJCAI 2022 Long-Term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim

ICLR 2022 Model-Based Offline Meta-Reinforcement Learning with Regularization Sen Lin, Jialin Wan, Tengyu Xu, Yingbin Liang, Junshan Zhang

ICLR 2022 TRGP: Trust Region Gradient Projection for Continual Learning Sen Lin, Li Yang, Deliang Fan, Junshan Zhang

NeurIPS 2021 Adaptive Ensemble Q-Learning: Minimizing Estimation Bias via Error Feedback Hang Wang, Sen Lin, Junshan Zhang

CVPR 2021 KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan