Gotta Learn Fast: A New Benchmark for Generalization in RL

04/10/2018
by   Alex Nichol, et al.
0

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.

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