Search Results for author: Karime Pereida

Found 3 papers, 0 papers with code

A Statistical Guarantee for Representation Transfer in Multitask Imitation Learning

no code implementations2 Nov 2023 Bryan Chan, Karime Pereida, James Bergstra

Transferring representation for multitask imitation learning has the potential to provide improved sample efficiency on learning new tasks, when compared to learning from scratch.

Imitation Learning

Bridging the Model-Reality Gap with Lipschitz Network Adaptation

no code implementations7 Dec 2021 SiQi Zhou, Karime Pereida, Wenda Zhao, Angela P. Schoellig

In particular, we present a learning-based model reference adaptation approach that makes a robot system, with possibly uncertain dynamics, behave as a predefined reference model.

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