Patrick M. Pilarski

University of Alberta

Papers

41

Total Citations

1,513

H-Index

15

About

No biography available yet.

Research Focus

Computer science40 · 1,511 citations
Artificial intelligence38 · 1,499 citations
Robot25 · 1,302 citations
Reinforcement learning18 · 1,022 citations
Machine learning17 · 989 citations
Human–computer interaction22 · 731 citations
Robotics7 · 596 citations
Function (biology)6 · 565 citations
Engineering20 · 559 citations
Control (management)19 · 533 citations
Task (project management)13 · 419 citations
Interface (matter)8 · 360 citations

Key Achievements

15
H-Index
41
Papers
1,513
Total Citations
37
Avg Citations/Paper
🏆 Most Cited Paper
Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction
305 citations · 2011
📈 Most Prolific Year: 2019 (6 Papers)
🤝 Key Collaborators: 72
🏛 Institutions: University of Alberta

Top Papers

  1. 1
    Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction
    305 citations · 2011
  2. 2
    Model-Free reinforcement learning with continuous action in practice
    234 citations · 2012
  3. 3
    Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography
    214 citations · 2014
  4. 4
    Online human training of a myoelectric prosthesis controller via actor-critic reinforcement learning
    158 citations · 2011
  5. 5
    Adaptive artificial limbs: a real-time approach to prediction and anticipation
    64 citations · 2013
  6. 6
    Application of real-time machine learning to myoelectric prosthesis control
    62 citations · 2015
  7. 7
    Dynamic switching and real-time machine learning for improved human control of assistive biomedical robots
    55 citations · 2012
  8. 8
    Tuning-free step-size adaptation
    52 citations · 2012
  9. 9
    Embodied Communication: How Robots and People Communicate Through Physical Interaction
    45 citations · 2023
  10. 10
    Learning Gentle Object Manipulation with Curiosity-Driven Deep Reinforcement Learning
    45 citations · 2019

Key Collaborators

RSRichard S. Sutton14 shared papersMRMichael R. Dawson10 shared papersJSJacqueline S. Hebert7 shared papersTDThomas Degris7 shared papersALAnn L. Edwards6 shared papersJPJason P. Carey5 shared papersCSCraig Sherstan4 shared papersJBJaden B. Travnik4 shared papersJMJoseph Modayil4 shared papersKWKory W. Mathewson3 shared papersAKAlexandra Kearney3 shared papersMTMahdi Tavakoli3 shared papersKAKim Adams3 shared papersMFMaría F. Gómez-Medina3 shared papersJLJavier L. Castellanos-Cruz3 shared papersKMK. Ming Chan3 shared papersJGJohannes Günther3 shared papersNMNadia M. Ady2 shared papersVVVivek Veeriah2 shared papersGVGautham Vasan2 shared papers
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