Ksenia Konyushkova

Google (United States)

Papers

5

Total Citations

88

H-Index

5

About

No biography available yet.

Research Focus

Machine learning5 · 88 citations
Computer science5 · 88 citations
Artificial intelligence5 · 88 citations
Robot4 · 77 citations
Engineering4 · 74 citations
Task (project management)3 · 67 citations
Human–computer interaction3 · 67 citations
Reinforcement learning3 · 66 citations
Robotics3 · 63 citations
Object (grammar)2 · 56 citations
Function (biology)2 · 56 citations
Variety (cybernetics)2 · 56 citations

Key Achievements

5
H-Index
5
Papers
88
Total Citations
18
Avg Citations/Paper
🏆 Most Cited Paper
Scaling data-driven robotics with reward sketching and batch reinforcement learning
45 citations · 2019
📈 Most Prolific Year: 2019 (2 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: Google (United States)

Top Papers

  1. 1
    Scaling data-driven robotics with reward sketching and batch reinforcement learning
    45 citations · 2019
  2. 2
    Offline Learning from Demonstrations and Unlabeled Experience
    14 citations · 2020
  3. 3
    A Framework for Data-Driven Robotics
    11 citations · 2019
  4. 4
    Vision-Language Models as Success Detectors
    11 citations · 2023
  5. 5
    Semi-supervised reward learning for offline reinforcement learning
    7 citations · 2020

Key Collaborators

NDNando de Freitas5 shared papersMDMisha Denil4 shared papersSCSerkan Cabi4 shared papersYAYusuf Aytar4 shared papersKŻKonrad Żołna4 shared papersSRScott Reed4 shared papersANAlexander Novikov3 shared papersDBDavid Barker2 shared papersZWZiyu Wang2 shared papersJSJonathan Scholz2 shared papersRJRae Jeong2 shared papersDBDavid Budden2 shared papersMVMel Vecerík2 shared papersOSOleg Sushkov2 shared papersSGSergio Gómez Colmenarejo2 shared papersJLJessica Landon1 shared papersÇGÇaǧlar Gülçehre1 shared papersANAlexander Novikov1 shared papersFHFelix Hill1 shared papersYDYuqing Du1 shared papers
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