Docker containers of baseline agents for the Crafter environment

Last update: Sep 25, 2022

Related tags

Deep Learning crafter-baselines

Overview

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.

Owner

Danijar Hafner

I'm trying to build unsupervised intelligent machines and evaluate them in complex environments.

GitHub Repository

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