The Role of Uncertainty in Model-based Reinforcement Learning

Abstract

I will be talking about different aspects of uncertainty when doing reinforcement learning, e.g., model uncertainty, how to use it for exploration, some traps, how to use uncertainty for safe exploration etc.

Date
Event
Workshop on Uncertainty in Composite Models
Location
Munich, Germany
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Marc Deisenroth
DeepMind Chair in Artificial Intelligence