Baselines for Minetest tasks

Baseline scripts for solving Minetest tasks.

Algorithms

• DQN
• PPO

Tasks

• minetester-treechop-v0
• minetester-treechop-v1
• minetester-treechop_shaped-v0

Dependencies

• minetester
• torch
• jax
• stable-baselines3

Installation

• Clone and compile https://github.com/EleutherAI/minetest into MINETEST_DIR
• Clone this repo into the parent folder of MINETEST_DIR, enter it and run
  • conda create -n mtb python=3.8
  • conda activate mtb
  • pip install -e .

Usage

Training from scratch:

python -m minetest_baselines.train --algo ALGO_NAME --task TASK_NAME --SOME_PARAM ...

Show help for algorithm parameters:

python -m minetest_baselines.train --algo ALGO_NAME --help

When tracking experiments and uploading models, make sure to export wandb and huggingface tokens or to login using wandb login and huggingface-cli login.

Contributing

Please raise an issue before creating a pull request. To install developer tools run

• pip install -e .[dev]
• pre-commit install