Vincent Vanhoucke

Google DeepMind (United Kingdom), Google (United States)

Papers

29

Total Citations

13,838

H-Index

19

About

No biography available yet.

Research Focus

Artificial intelligence29 · 13,838 citations
Computer science29 · 13,838 citations
Geography3 · 10,303 citations
Cartography2 · 10,289 citations
Scale (ratio)2 · 10,289 citations
Machine learning3 · 9,862 citations
Distributed computing1 · 9,777 citations
Robot22 · 3,488 citations
Human–computer interaction13 · 3,206 citations
Engineering12 · 1,980 citations
Robotics9 · 1,725 citations
Reinforcement learning5 · 1,568 citations

Key Achievements

19
H-Index
29
Papers
13,838
Total Citations
477
Avg Citations/Paper
🏆 Most Cited Paper
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
9,777 citations · 2016
📈 Most Prolific Year: 2018 (7 Papers)
🤝 Key Collaborators: 296
🏛 Institutions: Google DeepMind (United Kingdom), Google (United States)

Top Papers

  1. 1
    TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
    9,777 citations · 2016
  2. 2
    Sim-to-Real: Learning Agile Locomotion For Quadruped Robots
    673 citations · 2018
  3. 3
    QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation
    575 citations · 2018
  4. 4
    Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
    516 citations · 2022
  5. 5
    RT-1: Robotics Transformer for Real-World Control at Scale
    512 citations · 2023
  6. 6
    PaLM-E: An Embodied Multimodal Language Model
    350 citations · 2023
  7. 7
    Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items
    315 citations · 2022
  8. 8
    RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
    267 citations · 2023
  9. 9
    QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation
    193 citations · 2018
  10. 10
    Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language
    171 citations · 2022

Key Collaborators

SLSergey Levine10 shared papersYKYuheng Kuang9 shared papersAIAtıl Işçen8 shared papersVSVikas Sindhwani7 shared papersDKDmitry Kalashnikov7 shared papersKRKrista Reymann7 shared papersPSPannag Sanketi7 shared papersECErwin Coumans7 shared papersAIAlex Irpan7 shared papersKGKen Goldberg6 shared papersJIJulian Ibarz6 shared papersKCKrzysztof Choromański6 shared papersFXFei Xia5 shared papersKHKarol Hausman5 shared papersAAAnelia Angelova5 shared papersYCYevgen Chebotar5 shared papersAHAlexander Herzog5 shared papersKGKeerthana Gopalakrishnan5 shared papersKRKanishka Rao5 shared papersBIBrian Ichter5 shared papers
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