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Coline Devin — most-cited papers & profile · Reinforcement Learning
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Coline Devin
10
papers ·
271
citations
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Semantic Scholar ↗
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Most-cited papers
Learning Invariant Feature Spaces to Transfer Skills with Reinforcement Learning
2017 · 108 citations
Learning to Reach Goals via Iterated Supervised Learning
2019 · 29 citations
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
2021 · 15 citations
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation
2022 · 9 citations
SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments
2019 · 5 citations
Learning Modular Neural Network Policies for Multi-Task and Multi-Robot Transfer
2016 · 1 citations
Top co-authors
Sergey Levine
· 5
Abhishek Gupta
· 4
Glen Berseth
· 2
Pieter Abbeel
· 2
Abbas Abdolmaleki
· 1
Alex X. Lee
· 1
Ashwin Reddy
· 1
Benjamin Eysenbach
· 1
Brian Yang
· 1
Charles Sun
· 1
Chelsea Finn
· 1
Daniel Geng
· 1
Topics
Meta-RL
Exploration
Multi-Agent
Safe RL
Offline RL
Model-Based RL
Game AI
Policy Gradient