John Foley

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

2019 · arXiv (Cornell University)

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 are difficult to test in black-box environments. Considerable effort has …