Robust reinforcement learning with Bayesian optimisation and quadrature

Bayesian optimisation has been successfully applied to a variety of reinforcement learning problems. However, the traditional approach for learning optimal policies in simulators does not utilise the opportunity to improve learning by adjusting certain environment variables: state features that are...

詳細記述

書誌詳細
主要な著者: Paul, S, Chatzilygeroudis, K, Ciosek, K, Mouret, J-B, Osborne, MA, Whiteson, S
フォーマット: Journal article
言語:English
出版事項: Journal of Machine Learning Research 2020