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Tian Xu — most-cited papers & profile · Robotics
← authors
·
overview
Tian Xu
22
papers ·
26
citations ·
4
h-index
Nanjing University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adversarial Imitation Learning with General Function Approximation: Theoretical Analysis and Practical Algorithms
2026
Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Role of Bellman Constraints
2026
On Value Discrepancy of Imitation Learning
2019
Error Bounds of Imitating Policies and Environments
2020
Reinforcement Learning With Sparse-Executing Actions via Sparsity Regularization
2021
On Generalization of Adversarial Imitation Learning and Beyond
2021
Rethinking ValueDice: Does It Really Improve Performance?
2022
Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis
2022
Theoretical Analysis of Offline Imitation With Supplementary Dataset
2023
Provably Efficient Adversarial Imitation Learning with Unknown Transitions
2023
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation
2024
Top co-authors
Yang Yu
· 11
Ziniu Li
· 8
Zhi-Quan Luo
· 5
Ruishuo Chen
· 2
Yihao Sun
· 2
Zhilong Zhang
· 2
Chenyang Wang
· 1
Jing-Cheng Pang
· 1
Shengyi Jiang
· 1
Xiaochen Zhai
· 1
Yi-Chen Li
· 1
Yu-Ren Liu
· 1
Topics
cs.LG
cs.AI
stat.ML