LGApr 10, 2018
Gotta Learn Fast: A New Benchmark for Generalization in RLAlex Nichol, Vicki Pfau, Christopher Hesse et al.
In this report, we present a new reinforcement learning (RL) benchmark based on the Sonic the Hedgehog (TM) video game franchise. This benchmark is intended to measure the performance of transfer learning and few-shot learning algorithms in the RL domain. We also present and evaluate some baseline algorithms on the new benchmark.