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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Code Repositories

OpenAI_Retro_contest_Modulabs

This is for OpenAI Retro contest ( Making sonic agent with reinforcement learning algorithm ), 오픈에이아이 소닉 대회를 위한 모두의연구소 깃허브 입니다.


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