Discovering knowledge abstractions for sample efficient embodied transfer learning

This thesis concerns sample-efficient embodied machine learning. Machine learning success in sequential decision problems has been limited to domains with a narrow range of goals, requiring orders more experience than humans. Additionally, they lack the ability to generalise to new related goals. In...

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Détails bibliographiques
Auteur principal: Salter, S
Autres auteurs: Posner, I
Format: Thèse
Langue:English
Publié: 2022
Sujets: