What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience

Alexandra Kearney, Anna Koop, Johannes Günther +1

In computational reinforcement learning, a growing body of work seeks to construct an agent's perception of the world through predictions of future sensations; predictions about en…