Xinlei Pan

University of California, Berkeley, University of Michigan–Ann Arbor, Berkeley College

Papers

8

Total Citations

208

H-Index

6

About

No biography available yet.

Research Focus

Computer science8 · 208 citations
Artificial intelligence8 · 208 citations
Reinforcement learning6 · 181 citations
Computer security5 · 179 citations
Machine learning5 · 167 citations
Adversarial system3 · 127 citations
Engineering4 · 91 citations
Reinforcement3 · 89 citations
Robot3 · 79 citations
Set (abstract data type)3 · 77 citations
Artificial neural network2 · 75 citations
Adversary2 · 75 citations

Key Achievements

6
H-Index
8
Papers
208
Total Citations
26
Avg Citations/Paper
🏆 Most Cited Paper
Risk Averse Robust Adversarial Reinforcement Learning
64 citations · 2019
📈 Most Prolific Year: 2019 (6 Papers)
🤝 Key Collaborators: 22
🏛 Institutions: University of California, Berkeley, University of Michigan–Ann Arbor, Berkeley College

Top Papers

  1. 1
    Risk Averse Robust Adversarial Reinforcement Learning
    64 citations · 2019
  2. 2
    Characterizing Attacks on Deep Reinforcement Learning
    52 citations · 2019
  3. 3
    How You Act Tells a Lot: Privacy-Leaking Attack on Deep Reinforcement Learning
    38 citations · 2019
  4. 4
    Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation
    22 citations · 2020
  5. 5
    How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning
    14 citations · 2019
  6. 6
    Risk Averse Robust Adversarial Reinforcement Learning
    11 citations · 2019
  7. 7
    Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation
    5 citations · 2019
  8. 8
    Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning
    2 citations · 2018

Key Collaborators

DSDawn Song3 shared papersJYJinfeng Yi3 shared papersWWWeiyao Wang2 shared papersXZXiaoshuai Zhang2 shared papersAFAleksandra Faust2 shared papersBIBrian Ichter2 shared papersTZTingnan Zhang2 shared papersJCJohn Canny2 shared papersJTJie Tan2 shared papersSHSehoon Ha2 shared papersDSDaniel Seita2 shared papersYSYilin Shen1 shared papersBLBo Li1 shared papersYGYang Gao1 shared papersBLBo Li1 shared papersMSMingjie Sun1 shared papersMLMingyan Liu1 shared papersBLBo Li1 shared papersCXChaowei Xiao1 shared papersWHWarren He1 shared papers
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