Coline Devin

Google (United States), University of California, Berkeley, Google DeepMind (United Kingdom)

Papers

20

Total Citations

832

H-Index

12

About

No biography available yet.

Research Focus

Computer science19 · 831 citations
Artificial intelligence19 · 831 citations
Robot17 · 684 citations
Human–computer interaction12 · 546 citations
Machine learning10 · 428 citations
Object (grammar)9 · 390 citations
Computer vision8 · 381 citations
Robotics8 · 380 citations
Feature (linguistics)5 · 369 citations
Mathematics4 · 308 citations
Invariant (physics)3 · 259 citations
Transfer of learning3 · 256 citations

Key Achievements

12
H-Index
20
Papers
832
Total Citations
42
Avg Citations/Paper
🏆 Most Cited Paper
Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration<sup>0</sup>
119 citations · 2024
📈 Most Prolific Year: 2018 (4 Papers)
🤝 Key Collaborators: 239
🏛 Institutions: Google (United States), University of California, Berkeley, Google DeepMind (United Kingdom)

Top Papers

  1. 1
    Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration<sup>0</sup>
    119 citations · 2024
  2. 2
    Learning Invariant Feature Spaces to Transfer Skills with Reinforcement\n Learning
    117 citations · 2017
  3. 3
    Deep Object-Centric Policies for Autonomous Driving
    103 citations · 2019
  4. 4
    Open X-Embodiment: Robotic Learning Datasets and RT-X Models
    101 citations · 2023
  5. 5
    Adapting Deep Visuomotor Representations with Weak Pairwise Constraints
    81 citations · 2020
  6. 6
    Grasp2Vec: Learning Object Representations from Self-Supervised Grasping
    74 citations · 2018
  7. 7
    Towards Adapting Deep Visuomotor Representations from Simulated to Real Environments.
    61 citations · 2015
  8. 8
    Learning modular neural network policies for multi-task and multi-robot transfer
    38 citations · 2017
  9. 9
    Grasp2Vec: Learning Object Representations from Self-Supervised Grasping.
    36 citations · 2018
  10. 10
    SMiRL: Surprise Minimizing RL in Dynamic Environments
    17 citations · 2019

Key Collaborators

SLSergey Levine10 shared papersCFChelsea Finn6 shared papersTDTrevor Darrell6 shared papersPAPieter Abbeel4 shared papersDSDhruv Shah4 shared papersGBGlen Berseth4 shared papersTLThomas Lampe4 shared papersKBKonstantinos Bousmalis4 shared papersJTJost Tobias Springenberg4 shared papersAWAyzaan Wahid4 shared papersDSDorsa Sadigh4 shared papersAXAlex X. Lee4 shared papersVVVincent Vanhoucke3 shared papersJEJosé Enrique Chen3 shared papersALAntoine Laurens3 shared papersCFClaudio Fantacci3 shared papersCFChuyuan Fu3 shared papersFNFrancesco Nori3 shared papersDDDanny Driess3 shared papersAPAcorn Pooley3 shared papers
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