Natural Environment Benchmarks for Reinforcement Learning

Amy Zhang, Yuxin Wu, Joelle Pineau

While current benchmark reinforcement learning (RL) tasks have been useful to drive progress in the field, they are in many ways poor substitutes for learning with real-world data.…