Varun Raj Kompella

University of Applied Sciences and Arts of Southern Switzerland, Dalle Molle Institute for Artificial Intelligence Research

Papers

8

Total Citations

133

H-Index

7

About

No biography available yet.

Research Focus

Computer science8 · 133 citations
Artificial intelligence8 · 133 citations
Robot7 · 126 citations
Humanoid robot4 · 103 citations
Curiosity4 · 103 citations
iCub3 · 95 citations
Psychology3 · 89 citations
Representation (politics)3 · 84 citations
Human–computer interaction4 · 76 citations
Feature (linguistics)4 · 75 citations
Reinforcement learning3 · 73 citations
Computer vision3 · 71 citations

Key Achievements

7
H-Index
8
Papers
133
Total Citations
17
Avg Citations/Paper
🏆 Most Cited Paper
Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots
51 citations · 2015
📈 Most Prolific Year: 2011 (4 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: University of Applied Sciences and Arts of Southern Switzerland, Dalle Molle Institute for Artificial Intelligence Research

Top Papers

  1. 1
    Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots
    51 citations · 2015
  2. 2
    An intrinsic value system for developing multiple invariant representations with incremental slowness learning
    30 citations · 2013
  3. 3
    Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis
    14 citations · 2012
  4. 4
    Detection and avoidance of semi-transparent obstacles using a collective-reward based approach
    12 citations · 2011
  5. 5
    Collective-reward based approach for detection of semi-transparent objects in single images
    8 citations · 2011
  6. 6
    AutoIncSFA and vision-based developmental learning for humanoid robots
    8 citations · 2011
  7. 7
    Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams
    7 citations · 2011
  8. 8
    Intrinsically Motivated Acquisition of Modular Slow Features for Humanoids in Continuous and Non-Stationary Environments
    3 citations · 2017

Key Collaborators

MLMatthew Luciw4 shared papersJSJürgen Schmidhuber3 shared papersJSJuergen Schmidhuber2 shared papersPSPeter Sturm2 shared papersLPLeo Pape2 shared papersMSMarijn Stollenga2 shared papersJMJonathan Masci1 shared papersLWLaurenz Wiskott1 shared papersMFMikhail Frank1 shared papersSKSohrob Kazerounian1 shared papers
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