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Jianxiong Li
Jianxiong Li
Tsinghua University
Geverifieerd e-mailadres voor mails.tsinghua.edu.cn - Homepage
Titel
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Geciteerd door
Jaar
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization
H Xu, L Jiang, J Li, Z Yang, Z Wang, VWK Chan, X Zhan
ICLR 2023, 2023
822023
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
H Xu, L Jiang, J Li, X Zhan
NeurIPS 2022, 2022
682022
When data geometry meets deep function: Generalizing offline reinforcement learning
J Li, X Zhan, H Xu, X Zhu, J Liu, YQ Zhang
ICLR 2023, 2023
39*2023
Offline Reinforcement Learning with Soft Behavior Regularization
H Xu, X Zhan, J Li, H Yin
NeurIPS 2021 Offline Reinforcement Learning Workshop, 2021
312021
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
Y Zheng*, J Li*, D Yu, Y Yang, SE Li, X Zhan, J Liu
ICLR 2024, 2024
272024
Mind the Gap: Offline Policy Optimization for Imperfect Rewards
J Li*, X Hu*, H Xu, J Liu, X Zhan, QS Jia, YQ Zhang
ICLR 2023, 2023
252023
Proto: Iterative policy regularized offline-to-online reinforcement learning
J Li, X Hu, H Xu, J Liu, X Zhan, YQ Zhang
arXiv preprint arXiv:2305.15669, 2023
192023
Query-Policy Misalignment in Preference-Based Reinforcement Learning
X Hu*, J Li*, X Zhan, QS Jia, YQ Zhang
ICLR 2024, 2023
172023
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
J Li*, J Zheng*, Y Zheng*, L Mao, X Hu, S Cheng, H Niu, J Liu, Y Liu, J Liu, ...
ICML 2024, 2024
42024
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning
J Li, S Lin, T Shi, C Tian, Y Mei, J Song, X Zhan, R Li
arXiv preprint arXiv:2311.15920, 2023
32023
Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning
J Li*, Z Wang*, J Zheng*, X Zhou, G Wang, G Song, Y Liu, J Liu, ...
ICRA 2025, 2024
12024
xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing
H Niu, Q Chen, T Liu, J Li, G Zhou, Y Zhang, J Hu, X Zhan
NeurIPS 2024 OWA Workshop, 2024
12024
Instruction-Guided Visual Masking
J Zheng*, J Li*, S Cheng, Y Zheng, J Li, J Liu, Y Liu, J Liu, X Zhan
NeurIPS 2024, 2024
12024
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
Y Zheng, R Liang, K Zheng, J Zheng, L Mao, J Li, W Gu, R Ai, SE Li, ...
ICLR 2025, 2025
2025
Universal Actions for Enhanced Embodied Foundation Models
J Zheng, J Li, D Liu, Y Zheng, Z Wang, Z Ou, Y Liu, J Liu, YQ Zhang, ...
arXiv preprint arXiv:2501.10105, 2025
2025
Are Expressive Models Truly Necessary for Offline RL?
G Wang, H Niu, J Li, L Jiang, HU Jianming, X Zhan
AAAI 2025, 2024
2024
Vehicle Extreme Control based on Offline Reinforcement Leaning
S Zhao, J Li, X Hu, J Zhang, C He
CAC 2022, 2022
2022
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Artikelen 1–17