OpenAI Retro Contest – Compilation of Reinforcement Learning Write-Ups

Compilation of all the Write-Ups which i found on Discord/Internet for the OpenAI Reinforcement Learning Challenge.

Leaderboard status after the contest has ended.

1. World Models applied to Sonic

https://dylandjian.github.io/world-models/

Github link: https://github.com/dylandjian/retro-contest-sonic

Write-Up based on the World Models paper: https://arxiv.org/pdf/1803.10122.pdf

2. Train a Reinforcement Learning agent to play custom levels of Sonic the Hedgehog with Transfer Learning

https://flyyufelix.github.io/2018/06/11/sonic-rl.html

Write-Up on Transfer Learning. This implementation is for the 5th place in leaderboard with a score of 5522.

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