Stuart Russell

University of California, Berkeley, Laboratoire d'Informatique de Paris-Nord, Berkeley College

Papers

21

Total Citations

2,577

H-Index

14

About

No biography available yet.

Research Focus

Computer science21 · 2,577 citations
Artificial intelligence19 · 2,559 citations
Mathematics13 · 2,092 citations
Algorithm6 · 1,483 citations
State space4 · 1,407 citations
State (computer science)3 · 1,394 citations
Statistics3 · 1,336 citations
Kalman filter2 · 1,330 citations
Bayesian probability2 · 1,330 citations
Particle filter2 · 1,330 citations
Computer vision1 · 1,185 citations
Filter (signal processing)1 · 1,185 citations

Key Achievements

14
H-Index
21
Papers
2,577
Total Citations
123
Avg Citations/Paper
🏆 Most Cited Paper
Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
1,185 citations · 2001
📈 Most Prolific Year: 2016 (4 Papers)
🤝 Key Collaborators: 34
🏛 Institutions: University of California, Berkeley, Laboratoire d'Informatique de Paris-Nord, Berkeley College

Top Papers

  1. 1
    Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
    1,185 citations · 2001
  2. 2
    Cooperative Inverse Reinforcement Learning
    326 citations · 2016
  3. 3
    Combined Task and Motion Planning for Mobile Manipulation
    206 citations · 2010
  4. 4
    Robotics: Ethics of artificial intelligence
    154 citations · 2015
  5. 5
    Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
    145 citations · 2013
  6. 6
    Cooperative Inverse Reinforcement Learning
    140 citations · 2016
  7. 7
    Anytime Sensing, Planning and Action: A Practical Model for Robot Control
    117 citations · 1993
  8. 8
    Adversarial Policies: Attacking Deep Reinforcement Learning
    92 citations · 2019
  9. 9
    Should We Fear Supersmart Robots?
    63 citations · 2016
  10. 10
    Using Classical Planners for Tasks with Continuous Operators in Robotics
    26 citations · 2013

Key Collaborators

DHDylan Hadfield-Menell6 shared papersPAPieter Abbeel5 shared papersADAnca D. Dragan5 shared papersSSSiddharth Srivastava3 shared papersSZShlomo Zilberstein3 shared papersSZSimon Zhuang2 shared papersAFArnaud Fickinger2 shared papersKJKevin J. Murphy2 shared papersCWCody Wild1 shared papersSMSmitha Milli1 shared papersRDRandal Douc1 shared papersACAndrew Critch1 shared papersMAMark A. Paskin1 shared papersJSJustin Svegliato1 shared papersGRGaurav R. Ghosal1 shared papersAPAlessandro Pinto1 shared papersAGAbhishek Gupta1 shared papersMDMichael D. Dennis1 shared papersSBSamer B. Nashed1 shared papersEEEvan Ellis1 shared papers
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