Scott Reed
Papers
11
Total Citations
369
H-Index
9
About
No biography available yet.
Research Focus
Computer science11 · 369 citations
Artificial intelligence11 · 369 citations
Robot9 · 345 citations
Machine learning8 · 272 citations
Human–computer interaction6 · 265 citations
Engineering7 · 199 citations
Reinforcement learning5 · 195 citations
Imitation4 · 158 citations
Task (project management)6 · 155 citations
Deep learning2 · 134 citations
Interpolation (computer graphics)2 · 134 citations
Controller (irrigation)2 · 134 citations
Key Achievements
9
H-Index
11
Papers
369
Total Citations
34
Avg Citations/Paper
🏆 Most Cited Paper
Robust imitation of diverse behaviors
70 citations · 2017
📈 Most Prolific Year: 2019 (4 Papers)
🤝 Key Collaborators: 65
🏛 Institutions: Google DeepMind (United Kingdom)
Top Papers
- 1Robust imitation of diverse behaviors70 citations · 2017
- 2A Generalist Agent66 citations · 2022
- 3Robust Imitation of Diverse Behaviors64 citations · 2017
- 4
- 5
- 6Task-Relevant Adversarial Imitation Learning22 citations · 2019
- 7Offline Learning from Demonstrations and Unlabeled Experience14 citations · 2020
- 8A Framework for Data-Driven Robotics11 citations · 2019
- 9RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation9 citations · 2023
- 10Semi-supervised reward learning for offline reinforcement learning7 citations · 2020
Key Collaborators
NDNando de Freitas10 shared papersKŻKonrad Żołna9 shared papersSGSergio Gómez Colmenarejo7 shared papersMDMisha Denil7 shared papersSCSerkan Cabi6 shared papersYAYusuf Aytar6 shared papersZWZiyu Wang6 shared papersDBDavid Budden5 shared papersANAlexander Novikov5 shared papersKKKsenia Konyushkova4 shared papersNHNicolas Heess4 shared papersMVMel Vecerík3 shared papersRJRae Jeong3 shared papersOSOleg Sushkov3 shared papersDBDavid Barker3 shared papersJSJonathan Scholz3 shared papersJMJosh Merel2 shared papersZWZiyu Wang2 shared papersEPEmilio Parisotto2 shared papersGWGreg Wayne2 shared papers
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