April 10, 2018
Gotta Learn Fast: A new benchmark for generalization in RL
Abstract
In this report, we present a new reinforcement learning (RL) benchmark based on the Sonic the Hedgehog™ 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.
- Exploration & Games
- Learning Paradigms
Authors
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