Gotta Learn Fast: A New Benchmark for Generalization in RL

Alex Nichol
Alex Nichol
Vicki Pfau
Vicki Pfau
Oleg Klimov
Oleg Klimov

arXiv: Learning, Volume abs/1804.03720, 2018.

Cited by: 3|Bibtex|Views15
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

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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