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Mattia Racca

2 accepted papers

2022

From Key Positions to Optimal Basis Functions for Probabilistic Adaptive Control

RA-L 2022

In the field of Learning from Demonstration (LfD), movement primitives learned from full trajectories provide mechanisms to generalize a demonstrated skill to unseen situations. Key position demonstrations, requiring the user to provide only a sequence of via-points rather than a complete trajectory

Cited by 12SourceScholar
2016

Learning in-contact control strategies from demonstration

IROS 2016poster

Learning to perform tasks like pulling a door handle or pushing a button, inherently easy for a human, can be surprisingly difficult for a robot. A crucial problem in these kinds of in-contact tasks is the context specificity of pose and force requirements. In this paper, a robot learns in-contact t…

Cited by 73SourceScholar