Lingxiao Wang

PhD student, Northwestern University

Joined

September 2019

Names

Lingxiao Wang (Preferred)

Emails

****@u.northwestern.edu (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

Northwestern University (northwestern.edu)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective
Haoran He, Peilin Wu, Chenjia Bai, Hang Lai, Lingxiao Wang, Ling Pan, Xiaolin Hu, Weinan Zhang
- CoRL 2024
- Readers: Everyone
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics
Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvari, Zhaoran Wang
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Represent to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency
Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang
- Published: 01 Feb 2023, Last Modified: 27 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Lightweight Uncertainty for Offline Reinforcement Learning via Bayesian Posterior
Xudong Yu, Chenjia Bai, Hongyi Guo, Lingxiao Wang, Changhong Wang, Zhen Wang, Zhaoran Wang
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Uncertainty-based Multi-Task Data Sharing for Offline Reinforcement Learning
Chenjia Bai, Lingxiao Wang, Zhuoran Yang, Zhen Wang, Zhaoran Wang, Bin Zhao, Xuelong Li
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning
Chenjia Bai, Lingxiao Wang, Zhuoran Yang, Zhihong Deng, Animesh Garg, Peng Liu, Zhaoran Wang
- 2022 (modified: 18 Mar 2022)
- CoRR 2022
- Readers: Everyone
A Principled Permutation Invariant Approach to Mean-Field Multi-Agent Reinforcement Learning
Yan Li, Lingxiao Wang, Jiachen Yang, Ethan Wang, Zhaoran Wang, Tuo Zhao, Hongyuan Zha
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning
Chenjia Bai, Lingxiao Wang, Zhuoran Yang, Zhi-Hong Deng, Animesh Garg, Peng Liu, Zhaoran Wang
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Spotlight
- Readers: Everyone
Provably Efficient Causal Reinforcement Learning with Confounded Observational Data
Lingxiao Wang, Zhuoran Yang, Zhaoran Wang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Dynamic Bottleneck for Robust Self-Supervised Exploration
Chenjia Bai, Lingxiao Wang, Lei Han, Animesh Garg, Jianye HAO, Peng Liu, Zhaoran Wang
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 34 co-authors