Coline Devin
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Robot Manipulation and Learning, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Topic Modeling
Most-Cited Works
- → Learning Invariant Feature Spaces to Transfer Skills with Reinforcement\n Learning(2017)117 cited
- → Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration0(2024)110 cited
- → Open X-Embodiment: Robotic Learning Datasets and RT-X Models(2023)101 cited
- → Deep Object-Centric Policies for Autonomous Driving(2019)101 cited
- → Adapting Deep Visuomotor Representations with Weak Pairwise Constraints(2020)81 cited
- → Grasp2Vec: Learning Object Representations from Self-Supervised Grasping(2018)74 cited
- Towards Adapting Deep Visuomotor Representations from Simulated to Real Environments.(2015)
- → Embedding Word Similarity with Neural Machine Translation(2014)40 cited
- → Not All Neural Embeddings are Born Equal(2014)39 cited