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publications

Continuous-Time Policy Optimization

Published in ⚙️🧠American Control Conference (ACC), 2024

Guojian Zhan, Yuxuan Jiang, Jingliang Duan, Shengbo Eben Li, Bo Cheng, Keqiang Li

Continuous-Time Policy Gradient

Published in ⚙️🧠 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (Under Review), 2025

Guojian Zhan, Jingliang Duan, Yuxuan Jiang, Feihong Zhang, Ziang Zheng, Shengbo Eben Li

Bootstrap Off-policy with World Model

Published in 🧠 Neural Information Processing Systems (NeurIPS) (Under Review), 2025

Guojian Zhan, Likun Wang, Xiangteng Zhang, Jiaxin Gao, Masayoshi Tomizuka, Shengbo Eben Li

Harmonic Constrained Reinforcement Learning

Published in 🧠 Neural Information Processing Systems (NeurIPS) (Under Review), 2025

Guojian Zhan, Feihong Zhang, Maanping Shao, Tianyi Zhang, Jingliang Duan, Shengbo Eben Li