Publications

Conference Papers

ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample V-Ensemble

Published in International Conference on Learning Representations (ICLR) 2025, 2025

Recommended citation: Tianyuan Chen, Ronglong Cai, Faguo Wu, and Xiao Zhang. "ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-Sample V-Ensemble." In International Conference on Learning Representations, 2025.
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Offline RL with Smooth OOD Generalization in Convex Hull and Its Neighborhood

Published in International Conference on Learning Representations (ICLR) 2025, 2025

Recommended citation: Qingmao Yao, Zhichao Lei, Tianyuan Chen, Ziyue Yuan, Xuefan Chen, Jianxiang Liu, Faguo Wu, and Xiao Zhang. “Offline RL with Smooth OOD Generalization in Convex Hull and Its Neighborhood.” In International Conference on Learning Representations, 2025.
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