Gotta Learn Fast: A New Benchmark for Generalization in RL

Code

• github.com/goolulusaurs/WorldModels
  pytorch★ 0
• github.com/dsapandora/s_cera
  tf★ 0
• github.com/vcadillog/PPO-Mario-Bros-Tensorflow-2
  tf★ 0

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.

Tasks

Reproductions