Charles Blundell

Training a network only to predict its visual input makes head direction, boundary vector, place and egocentric boundary cell responses appear, and lets agents reuse behaviours in unfamiliar environments.

The paper shows that confidence in value representations influences exploration vs. exploitation in decision-making, with lower confidence leading to more exploration.