Dushyant Rao

Google DeepMind (United Kingdom), University of Oxford, Google (United States)

Papers

10

Total Citations

550

H-Index

6

About

No biography available yet.

Research Focus

Computer science10 · 550 citations
Artificial intelligence10 · 550 citations
Machine learning6 · 535 citations
Psychology3 · 490 citations
Cognitive science1 · 451 citations
Modularity (biology)1 · 451 citations
Artificial neural network1 · 451 citations
Deep learning1 · 451 citations
Robot7 · 84 citations
Engineering5 · 45 citations
Action (physics)2 · 43 citations
Perception1 · 37 citations

Key Achievements

6
H-Index
10
Papers
550
Total Citations
55
Avg Citations/Paper
🏆 Most Cited Paper
Embracing Change: Continual Learning in Deep Neural Networks
451 citations · 2020
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 62
🏛 Institutions: Google DeepMind (United Kingdom), University of Oxford, Google (United States)

Top Papers

  1. 1
    Embracing Change: Continual Learning in Deep Neural Networks
    451 citations · 2020
  2. 2
    Learn from experience: Probabilistic prediction of perception performance to avoid failure
    37 citations · 2017
  3. 3
    Resource-Performance Tradeoff Analysis for Mobile Robots
    30 citations · 2018
  4. 4
    Data-efficient Hindsight Off-policy Option Learning
    9 citations · 2020
  5. 5
    RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation
    9 citations · 2023
  6. 6
    Data-efficient Hindsight Off-policy Option Learning
    6 citations · 2021
  7. 7
    DemoStart: Demonstration-Led Auto-Curriculum Applied to Sim-to-Real with Multi-Fingered Robots
    2 citations · 2025
  8. 8
    Resource-Performance Trade-off Analysis for Mobile Robot Design
    2 citations · 2016
  9. 9
    Resource-Performance Trade-off Analysis for Mobile Robots
    2 citations · 2016
  10. 10
    Learning Transferable Motor Skills with Hierarchical Latent Mixture Policies
    2 citations · 2021

Key Collaborators

NHNicolas Heess5 shared papersMRMartin Riedmiller4 shared papersIPIngmar Posner4 shared papersMSMária Svoreňová3 shared papersAAAbbas Abdolmaleki3 shared papersMKMarta Kwiatkowska3 shared papersMZMartina Zambelli3 shared papersHKHadas Kress‐Gazit3 shared papersMLMorteza Lahijanian3 shared papersRHRaia Hadsell3 shared papersAAAkshay A. Morye3 shared papersTLThomas Lampe3 shared papersRHRoland Hafner3 shared papersMWMarkus Wulfmeier3 shared papersJSJon Scholz2 shared papersMBMaria Bauzá2 shared papersRPRugile Pevceviciute2 shared papersDTDhruva Tirumala2 shared papersFNFrancesco Nori2 shared papersGVGiulia Vezzani2 shared papers
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