Coline Manon Devin
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
👥
Mega-Team
(21)
Conferences
CORL (2)
ICLR (2)
RSS (1)
Top co-authors
Keywords
reinforcement learning
(1)
continual learning
(1)
offline reinforcement learning
(1)
imitation learning
(1)
mutual information
(1)
k-nearest neighbor
(1)
variational autoencoder
(1)
mobile manipulation
(1)
data curation
(1)
vision-based policy
(1)
simulation-to-reality transfer
(1)
real-world learning
(1)
action diversity
(1)
robotic stacking
(1)
Papers
Robot Data Curation with Mutual Information Estimators
RSS 2025
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
CORL 2021
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes
CORL 2021
SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments
ICLR 2021
Learning to Reach Goals via Iterated Supervised Learning
ICLR 2021