Concepedia

Xinlei Pan

XP

13

Publications

687

Citations

11

H-Index

2017

Active since

Affiliations

University of California, Berkeley(Current)

Google (United States)

Duke University

University of Illinois Urbana-Champaign

Peking University

Xinlei Pan is an author at University of California, Berkeley specializing in artificial intelligence, engineering, and robot learning.

Top concepts

Artificial IntelligenceEngineeringRobot LearningComputer ScienceMachine LearningDeep LearningData ScienceIntelligent SystemsComputer VisionAutonomous Learning

Publications per year

2017–2023

13

Publications

13

Virtual to Real Reinforcement Learning for Autonomous Driving

Xinlei Pan, Yurong You, Ziyan Wang et al. · 2017 · 256 citations · Full text

Artificial Intelligence, Virtual Environment, Engineering +11

Virtual to Real Reinforcement Learning for Autonomous Driving

Xinlei Pan, Yurong You, Ziyan Wang et al. · arXiv (Cornell University) · 2017 · 149 citations · Full text

Artificial Intelligence, Virtual Environment, Engineering +11

Risk Averse Robust Adversarial Reinforcement Learning

Xinlei Pan, Daniel Seita, Yang Gao et al. · 2019 · 64 citations

Artificial Intelligence, Robotic Control Tasks, Reward Hacking +13

Imitation Is Not Enough: Robustifying Imitation with Reinforcement Learning for Challenging Driving Scenarios

Yiren Lu, Justin Fu, George Tucker et al. · 2023 · 58 citations

Artificial Intelligence, Imitation Learning, Reward Hacking +14

How You Act Tells a Lot: Privacy-Leaking Attack on Deep Reinforcement Learning

Xinlei Pan, Weiyao Wang, Xiaoshuai Zhang et al. · 2019 · 38 citations

Artificial Intelligence, Engineering, Machine Learning +18

Rows per page

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