Carl Edward Rasmussen

University of Cambridge, University of Washington

Papers

9

Total Citations

1,279

H-Index

8

About

No biography available yet.

Research Focus

Artificial intelligence9 · 1,279 citations
Computer science9 · 1,279 citations
Machine learning8 · 1,225 citations
Robot5 · 1,028 citations
Gaussian process7 · 1,009 citations
Gaussian7 · 1,009 citations
Reinforcement learning4 · 946 citations
Robotics2 · 738 citations
Probabilistic logic3 · 681 citations
Mobile robot2 · 676 citations
Active learning (machine learning)2 · 676 citations
Process (computing)2 · 676 citations

Key Achievements

8
H-Index
9
Papers
1,279
Total Citations
142
Avg Citations/Paper
🏆 Most Cited Paper
Gaussian Processes for Data-Efficient Learning in Robotics and Control
656 citations · 2013
📈 Most Prolific Year: 2012 (3 Papers)
🤝 Key Collaborators: 16
🏛 Institutions: University of Cambridge, University of Washington

Top Papers

  1. 1
    Gaussian Processes for Data-Efficient Learning in Robotics and Control
    656 citations · 2013
  2. 2
    Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning
    216 citations · 2011
  3. 3
    Manifold Gaussian Processes for regression
    214 citations · 2016
  4. 4
    1 Robust Filtering and Smoothing with Gaussian Processes
    82 citations · 2012
  5. 5
    Learning to Control a Low-Cost Manipulator Using Data-Efficient Reinforcement Learning
    54 citations · 2012
  6. 6
    Modelling and control of nonlinear systems using Gaussian processes with partial model information
    23 citations · 2012
  7. 7
    Policy search for learning robot control using sparse data
    20 citations · 2014
  8. 8
    Manifold Gaussian Processes for Regression
    9 citations · 2014
  9. 9
    Integrated pre-processing for Bayesian nonlinear system identification with Gaussian processes
    5 citations · 2013

Key Collaborators

MPMarc Peter Deisenroth6 shared papersJPJan Peters3 shared papersDFDieter Fox3 shared papersRCRoberto Calandra2 shared papersAKAlois Knoll1 shared papersBBBastian Bischoff1 shared papersRFRoger Frigola1 shared papersDNDuy Nguyen-Tuong1 shared papersMDMark Deisenroth1 shared papersRTR.D. Turner1 shared papersJMJ.M. Maciejowski1 shared papersUDUwe D. Hanebeck1 shared papersHVHerke van Hoof1 shared papersJHJoseph Hall1 shared papersMFMarco F. Huber1 shared papersAMAndrew McHutchon1 shared papers
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