Efficient Learning Control via Structural Policy Priors, Latent World Models and Hierarchical Abstraction

Learning control will enable the deployment of autonomous robots in unstructured real-world settings. Solving the associated complex decision processes under real-time constraints will require intuition, guiding current actions by prior experience to anticipate long-horizon environment interactions...

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Bibliographic Details
Main Author: Seyde, Tim N.
Other Authors: Rus, Daniela
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156611