Scholar
Daniel Dugas
Google Scholar ID: 9v-eZhEAAAAJ
PhD, Autonomous Systems Lab, ETH Zurich
Machine learning
Robotics
SLAM
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Citations & Impact
All-time
Citations
1,198
H-index
10
i10-index
11
Publications
15
Co-authors
22
list available
Contact
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Publications
3 items
WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned Visual World Models
2025
Cited
0
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
2025
Cited
0
Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D
2025
Cited
0
Resume (English only)
Academic Achievements
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning, AI at META, 2025.
Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D, ICML 2025.
PhD Thesis: Do Androids Dream of Interactive Navigation?, ETH Zürich Research Collection.
NavDreams: Towards Camera-Only RL Navigation Among Humans, IROS 2022.
NavRep: Unsupervised Representations for Reinforcement Learning of Robot Navigation in Dynamic Human Environments, ICRA 2021.
IAN: Multi-Behavior Navigation Planning for Robots in Real, Crowded Environments, IROS 2020.
SegMap: Segment-based mapping and localization using data-driven descriptors, IJRR 2019.
Co-authors
22 total
Roland Siegwart
Professor of Robotics, ETH Zurich, Switzerland
Co-author 2
Cesar Cadena
Senior Scientist (tenured), ETH Zurich
Jen Jen Chung
The University of Queensland
Andrei Cramariuc
Postdoctoral Researcher, ETH Zürich
Co-author 6
Co-author 7
Co-author 8
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