VariBAD: variational bayes-adaptive deep RL via meta-learning

Trading off exploration and exploitation in an unknown environment is key to maximising expected online return during learning. A Bayes-optimal policy, which does so optimally, conditions its actions not only on the environment state but also on the agent's uncertainty about the environment. Co...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Whiteson, S
Format: Journal article
Sprache:English
Veröffentlicht: Journal of Machine Learning Research 2021

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