2024
Predictive auxiliary objectives in deep RL mimic learning in the brain
ICLR 2024oral
The ability to predict upcoming events has been hypothesized to comprise a key aspect of natural and machine cognition. This is supported by trends in deep reinforcement learning (RL), where self-supervised auxiliary objectives such as prediction are widely used to support representation learning an…