Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning

Emma Tosch, Kaleigh Clary, John Foley +1

Evaluation of deep reinforcement learning (RL) is inherently challenging. In particular, learned policies are largely opaque, and hypotheses about the behavior of deep RL agents ar…