Jai Malegaonkar

Reward Structure Shapes the Interaction Between Episodic Exploration and Neural Memory in Reinforcement Learning

A controlled study crossing episodic exploration bonuses with diverse neural memory architectures across three environments that vary how the content of memory is acquired shows exploration and memory are complements, not substitutes.