Safe model based policy search

<p>In this dissertation we focus on safe model based policy search, a subfield of reinforcement learning with two main objectives: data efficiency and safety. To achieve data efficient learning, we use Gaussian process regression to model the dynamics of unknown non-linear systems. The flexib...

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Bibliographic Details
Main Author: Polymenakos, K
Other Authors: Roberts, S
Format: Thesis
Language:English
Published: 2020
Subjects: