Using Deep Reinforcement Learning to Play Sonic the Hedgehog

In between projects over the past couple of weeks, the Max Kelsen team and I attempted to replicate the epic World Models architecture to play Sonic the Hedgehog for the OpenAI Retro Contest.

Although our algorithm wasn't fully ready by the submission date, we still learned a great deal in the process.

The full writeup of our approach is available on Medium.