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Jeffrey Mahler
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Publications
- 2021
- [j5]Michael C. Welle, Anastasiia Varava, Jeffrey Mahler, Ken Goldberg, Danica Kragic, Florian T. Pokorny:
Partial caging: a clearance-based definition, datasets, and deep learning. Auton. Robots 45(5): 647-664 (2021) - 2018
- [j3]Jeffrey Mahler, Florian T. Pokorny, Sherdil Niyaz, Ken Goldberg:
Synthesis of Energy-Bounded Planar Caging Grasps Using Persistent Homology. IEEE Trans Autom. Sci. Eng. 15(3): 908-918 (2018) - 2016
- [j1]Jeffrey Mahler, Florian T. Pokorny, Zoe McCarthy, A. Frank van der Stappen, Ken Goldberg:
Energy-Bounded Caging: Formal Definition and 2-D Energy Lower Bound Algorithm Based on Weighted Alpha Shapes. IEEE Robotics Autom. Lett. 1(1): 508-515 (2016) - [c9]Jeffrey Mahler, Brian Hou, Sherdil Niyaz, Florian T. Pokorny, Ramu Chandra, Ken Goldberg:
Privacy-preserving Grasp Planning in the Cloud. CASE 2016: 468-475 - [c8]Michael Laskey, Sam Staszak, Wesley Yu-Shu Hsieh, Jeffrey Mahler, Florian T. Pokorny, Anca D. Dragan, Ken Goldberg:
SHIV: Reducing supervisor burden in DAgger using support vectors for efficient learning from demonstrations in high dimensional state spaces. ICRA 2016: 462-469 - [c7]Jeffrey Mahler, Florian T. Pokorny, Brian Hou, Melrose Roderick, Michael Laskey, Mathieu Aubry, Kai Kohlhoff, Torsten Kröger, James J. Kuffner, Ken Goldberg:
Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards. ICRA 2016: 1957-1964 - [c6]Daniel Seita, Florian T. Pokorny, Jeffrey Mahler, Danica Kragic, Michael J. Franklin, John F. Canny, Kenneth Y. Goldberg:
Large-scale supervised learning of the grasp robustness of surface patch pairs. SIMPAR 2016: 216-223 - [c5]Jeffrey Mahler, Florian T. Pokorny, Sherdil Niyaz, Ken Goldberg:
Synthesis of Energy-Bounded Planar Caging Grasps using Persistent Homology. WAFR 2016: 416-431 - 2015
- [c4]Michael Laskey, Jeffrey Mahler, Zoe McCarthy, Florian T. Pokorny, Sachin Patil, Jur P. van den Berg, Danica Kragic, Pieter Abbeel, Ken Goldberg:
Multi-armed bandit models for 2D grasp planning with uncertainty. CASE 2015: 572-579
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