Crafter Baselines

This repository contains Docker containers for running various baselines on the Crafter environment.

Reward Agents

• DreamerV2 based on danijar/dreamerv2
• Rainbow based on Kaixhin/Rainbow
• PPO based on DLR-RM/stable-baselines3

Unsupervised Agents

• Plan2Explore based on danijar/dreamerv2
• RND based on alirezakazemipour/PPO-RND
• Random

We thank Kai Arulkumaran, Alireza Kazemipour, and the Stable Baselines 3 Maintainers for their agent implementations.