Effective offline training and efficient online adaptation

<p>Developing agents that behave intelligently in the world is an open challenge in machine learning. Desiderata for such agents are efficient exploration, maximizing long term utility, and the ability to effectively leverage prior data to solve new tasks. Reinforcement learning (RL) is an app...

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Bibliographic Details
Main Author: Ball, P
Other Authors: Roberts, S
Format: Thesis
Language:English
Published: 2023