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Bernardo Fichera
Bernardo Fichera
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Benchmark for bimanual robotic manipulation of semi-deformable objects
K Chatzilygeroudis, B Fichera, I Lauzana, F Bu, K Yao, F Khadivar, ...
IEEE Robotics and Automation Letters 5 (2), 2443-2450, 2020
322020
Linearization and identification of multiple-attractor dynamical systems through Laplacian eigenmaps
B Fichera, A Billard
Journal of Machine Learning Research 23 (294), 1-35, 2022
22022
Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges
N Jaquier, MC Welle, A Gams, K Yao, B Fichera, A Billard, A Ude, ...
arXiv preprint arXiv:2311.18044, 2023
12023
Hybrid Quadratic Programming-Pullback Bundle Dynamical Systems Control
B Fichera, A Billard
The International Symposium of Robotics Research, 387-394, 2022
12022
Learning Dynamical Systems Encoding Non-Linearity within Space Curvature
B Fichera, A Billard
arXiv preprint arXiv:2403.11948, 2024
2024
Implicit Manifold Gaussian Process Regression
B Fichera, S Borovitskiy, A Krause, AG Billard
Advances in Neural Information Processing Systems 36, 2024
2024
Integrating Multisensory Information for Modeling Human Dexterous Bimanual Manipulation Skills
K Yao, B Fichera, AB Haget, I Lauzana, A Billard
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018
2018
Benchmarking Learning Algorithms for Dexterous Multi-Arm Insertion of Semi-Deformable Objects
K Chatzilygeroudis, K Yao, B Fichera, F Khadivar, I Lauzana, A Haget, ...
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