karolisram/baselines

A collection of baselines for the MineRL environment/datasets & the NeurIPS 2019 MineRL competition

2020 MineRL Baselines

Towards Solving AI in Open World Environments

This repository contains baselines for various environments in the minerl python package as well as baseline submissions for the MineRL Competition on Sample Efficicent RL @ NeurIPS 2020.

All baselines for the current 2020 competition have been provided by Preferred Networks

2020 PfN Baselines

SQIL

Rainbow

DQFD

PDDDQN

How to use these baselines

Each baseline is a complete submitable repository!

To get started, simply do the following:

1. Install the minerl python package: http://www.minerl.io/docs/tutorials/index.html
   • Install JDK 8
   • Install the MineRL Pacakge

     pip3 install --upgrade minerl
     

2. Clone the one of the baseline repositories:

   git clone https://github.com/s-shiroshita/minerl2020_sqil_submission.git
   

3. Modify the baselines with your ideas!

That's all! :)

Resources

• Documentation for the dataset and the environments is found here!
• Questions about getting started or running these baselines should be directed to the competition forum or discord server
• Technical issues related to the minerl python package should be submitted through the MineRL GitHub page!