Transfer Learning for Dynamical Systems Models via Autoencoders and GANs

Transfer learning has seen significant progress in the domains of supervised learning and reinforcement learning, yet there remains a noticeable gap in the area of regression. In supervised learning, various transfer learning methods have been developed to leverage knowledge from one task to improve...

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Bibliographic Details

Published in:	Proceedings of the American Control Conference pp. 8 - 14
Main Authors:	Damiani, Angelo, Lopez, Gustavo Viera, Manganini, Giorgio, Metelli, Alberto Maria, Restelli, Marcello
Format:	Conference Proceeding
Language:	English
Published:	AACC 10.07.2024
Subjects:	Accuracy Adaptation models Autoencoders Heuristic algorithms Instance Transfer Markov Decision Process Model Transfer Prediction algorithms Reinforcement learning Supervised learning Transfer learning
ISSN:	2378-5861
Online Access:	Get full text
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