Serkan Cabi

Google DeepMind (United Kingdom), Boston Children's Hospital

Papers

13

Total Citations

531

H-Index

9

About

No biography available yet.

Research Focus

Computer science13 · 531 citations
Artificial intelligence13 · 531 citations
Reinforcement learning7 · 468 citations
Reinforcement3 · 392 citations
Psychology5 · 370 citations
Imitation4 · 357 citations
Machine learning8 · 264 citations
Social psychology2 · 239 citations
Human–computer interaction7 · 220 citations
Variety (cybernetics)3 · 172 citations
Engineering8 · 159 citations
Robot7 · 150 citations

Key Achievements

9
H-Index
13
Papers
531
Total Citations
41
Avg Citations/Paper
🏆 Most Cited Paper
Reinforcement and Imitation Learning for Diverse Visuomotor Skills
217 citations · 2018
📈 Most Prolific Year: 2019 (4 Papers)
🤝 Key Collaborators: 133
🏛 Institutions: Google DeepMind (United Kingdom), Boston Children's Hospital

Top Papers

  1. 1
    Reinforcement and Imitation Learning for Diverse Visuomotor Skills
    217 citations · 2018
  2. 2
    Reinforcement and Imitation Learning for Diverse Visuomotor Skills
    116 citations · 2018
  3. 3
    Scaling data-driven robotics with reward sketching and batch reinforcement learning
    59 citations · 2020
  4. 4
    Scaling data-driven robotics with reward sketching and batch reinforcement learning
    45 citations · 2019
  5. 5
    Task-Relevant Adversarial Imitation Learning
    22 citations · 2019
  6. 6
    The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously
    19 citations · 2017
  7. 7
    Learning Awareness Models
    13 citations · 2018
  8. 8
    A Framework for Data-Driven Robotics
    11 citations · 2019
  9. 9
    Vision-Language Models as Success Detectors
    11 citations · 2023
  10. 10
    Semi-supervised reward learning for offline reinforcement learning
    7 citations · 2020

Key Collaborators

NDNando de Freitas12 shared papersMDMisha Denil9 shared papersSGSergio Gómez Colmenarejo8 shared papersSRScott Reed6 shared papersKŻKonrad Żołna6 shared papersDBDavid Budden5 shared papersZWZiyu Wang5 shared papersANAlexander Novikov4 shared papersKKKsenia Konyushkova4 shared papersYAYusuf Aytar4 shared papersDBDavid Barker3 shared papersOSOleg Sushkov3 shared papersJSJonathan Scholz3 shared papersMVMel Vecerík3 shared papersRJRae Jeong3 shared papersTETom Erez3 shared papersNHNicolas Heess3 shared papersAAAndrei A. Rusu2 shared papersSTSaran Tunyasuvunakool2 shared papersJKJános Kramár2 shared papers
Not generated yet