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Deirdre Quillen — most-cited papers & profile · Reinforcement Learning
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Deirdre Quillen
7
papers ·
1915
citations ·
8
h-index
Google (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation
2018 · 575 citations
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning
2019 · 282 citations
Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
2019 · 227 citations
Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods
2018 · 26 citations
Top co-authors
Sergey Levine
· 4
Chelsea Finn
· 3
Julian Ibarz
· 2
Adithya Bellathur
· 1
Alexander Herzog
· 1
Alex Irpan
· 1
Aurick Zhou
· 1
Avnish Narayan
· 1
Dmitry Kalashnikov
· 1
Eric Jang
· 1
Eric Jang
· 1
Ethan Holly
· 1
Topics
Value-Based
Offline RL
Exploration
Meta-RL
Model-Based RL
Multi-Agent