Thomas Degris

University of Alberta, Institut national de recherche en sciences et technologies du numérique, Centre Inria de l'université de Bordeaux, Google DeepMind (United Kingdom)

Papers

10

Total Citations

912

H-Index

9

About

No biography available yet.

Research Focus

Artificial intelligence9 · 910 citations
Computer science9 · 910 citations
Machine learning7 · 879 citations
Robot8 · 849 citations
Reinforcement learning6 · 806 citations
Function (biology)3 · 541 citations
Robotics2 · 369 citations
Architecture2 · 307 citations
Robot learning2 · 307 citations
Modular design2 · 307 citations
Scalability2 · 307 citations
Unsupervised learning2 · 307 citations

Key Achievements

9
H-Index
10
Papers
912
Total Citations
91
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: 2012 (4 Papers)
🤝 Key Collaborators: 22
🏛 Institutions: University of Alberta, Institut national de recherche en sciences et technologies du numérique, Centre Inria de l'université de Bordeaux, Google DeepMind (United Kingdom)

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
    Online human training of a myoelectric prosthesis controller via actor-critic reinforcement learning
    158 citations · 2011
  4. 4
    Adaptive artificial limbs: a real-time approach to prediction and anticipation
    64 citations · 2013
  5. 5
    Dynamic switching and real-time machine learning for improved human control of assistive biomedical robots
    55 citations · 2012
  6. 6
    Tuning-free step-size adaptation
    52 citations · 2012
  7. 7
    A Spiking Neuron Model of Head-Direction Cells for Robot Orientation
    19 citations · 2004
  8. 8
    Scaling-up Knowledge for a Cognizant Robot
    12 citations · 2012
  9. 9
    Meta-Descent for Online, Continual Prediction
    11 citations · 2019
  10. 10
    Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction
    2 citations · 2011

Key Collaborators

PMPatrick M. Pilarski7 shared papersRSRichard S. Sutton6 shared papersMRMichael R. Dawson3 shared papersJPJason P. Carey3 shared papersJMJoseph Modayil3 shared papersMDMichael Delp2 shared papersAWAdam White2 shared papersDPDoina Precup1 shared papersJSJacqueline S. Hebert1 shared papersCBChristian Boucheny1 shared papersMWMartha White1 shared papersAJAndrew Jacobsen1 shared papersRSRichard S. Sutton1 shared papersAWAdam White1 shared papersMSMatthew Schlegel1 shared papersAAAngelo Arleo1 shared papersDPDoina Precup1 shared papersCLCameron Linke1 shared papersKMK. Ming Chan1 shared papersLLLoïc Lachèze1 shared papers
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