Rico Jonschkowski
Rico Jonschkowski
Google AI, Robotics at Google
Vahvistettu sähköpostiosoite verkkotunnuksessa google.com - Kotisivu
Lessons from the Amazon Picking Challenge: Four Aspects of Building Robotic Systems
C Eppner, S Höfer, R Jonschkowski, R Martín-Martín, A Sieverling, V Wall, ...
Proceedings of Robotics: Science and Systems, 2016
Learning State Representations with Robotic Priors
R Jonschkowski, O Brock
Autonomous Robots 39 (3), 407-428, 2015
Depth from videos in the wild: Unsupervised monocular depth learning from unknown cameras
A Gordon, H Li, R Jonschkowski, A Angelova
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
Probabilistic Multi-Class Segmentation for the Amazon Picking Challenge
R Jonschkowski, C Eppner, S Höfer, R Martín-Martín, O Brock
IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors
R Jonschkowski, D Rastogi, O Brock
Proceedings of Robotics: Science and Systems, 2018
State Representation Learning in Robotics: Using Prior Knowledge about Physical Interaction
R Jonschkowski, O Brock
Proceedings of Robotics: Science and Systems, 2014
PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations
R Jonschkowski, R Hafner, J Scholz, M Riedmiller
New Frontiers for Deep Learning in Robotics Workshop at RSS, 2017
Patterns for Learning with Side Information
R Jonschkowski, S Höfer, O Brock
arXiv preprint arXiv:1511.06429, 2015
End-To-End Learnable Histogram Filters
R Jonschkowski, O Brock
Workshop on Deep Learning for Action and Interaction at NeurIPS, 2016
What Matters in Unsupervised Optical Flow
R Jonschkowski, A Stone, JT Barron, A Gordon, K Konolige, A Angelova
European Conference on Computer Vision, 2020
Learning Task-Specific State Representations by Maximizing Slowness and Predictability
R Jonschkowski, O Brock
Proceedings of the 6th International Workshop on Evolutionary and …, 2013
Keypose: Multi-view 3d labeling and keypoint estimation for transparent objects
X Liu, R Jonschkowski, A Angelova, K Konolige
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
Four aspects of building robotic systems: lessons from the Amazon Picking Challenge 2015
C Eppner, S Höfer, R Jonschkowski, R Martín-Martín, A Sieverling, V Wall, ...
Autonomous Robots 42 (7), 1459-1475, 2018
Unsupervised learning of state representations for multiple tasks
S Höfer, A Raffin, R Jonschkowski, O Brock, F Stulp
Deep Learning Workshop at the Conference on Neural Information Processing …, 2016
The Distracting Control Suite--A Challenging Benchmark for Reinforcement Learning from Pixels
A Stone, O Ramirez, K Konolige, R Jonschkowski
arXiv preprint arXiv:2101.02722, 2021
Towards Differentiable Resampling
M Zhu, K Murphy, R Jonschkowski
RSS Workshop on Structured Approaches to Robot Learning for Improved …, 2020
Differentiable Mapping Networks: Learning Structured Map Representations for Sparse Visual Localization
P Karkus, A Angelova, V Vanhoucke, R Jonschkowski
International Conference on Robotics and Automation, 2020
Towards Object Detection from Motion
R Jonschkowski, A Stone
NeurIPS Workshop on Robot Learning: Control and Interaction in the Real World, 2019
Learning Object-Centric Video Models by Contrasting Sets
S Löwe, K Greff, R Jonschkowski, A Dosovitskiy, T Kipf
NeurIPS Workshop on Object Representations for Learning and Reasoning, 2020
State Representation Learning with Robotic Priors for Partially Observable Environments.
M Morik, D Rastogi, R Jonschkowski, O Brock
IEEE/RSJ International Conference on Intelligent Robots and Systems, 6693-6699, 2019
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