Wargroove RL

Getting Started

Prerequisites

Install Docker and Docker Compose to make use of the docker-compose.yml file

Installation

1. Clone the repo

   git clone https://github.com/gp27/wargroove-rl.git
   cd wargroove-rl

2. Build the image and 'up' the container.

   docker-compose up -d

Test Environment

docker-compose exec app python3 test.py -d -g 1 -a human human

Train

docker-compose exec app python3 train.py

Todo List

1. finish to implement the basic game in wagroove_game.py

2. restruture the wargroove_data.py

   • change the map definitions structure and move to their own folder as json files
   • organize configurable parameters that are used to generate observations like MAX_MAP_SIZE, MAP_PLAYERS, MAX_UNITS, all categoricals...

3. Replace the placeholder model

4. configure wandb

Acknowledgements

The selfplay code is based on the SIMPLE (Selfplay in MultyPlayer Environments) project by David Foster:

https://github.com/davidADSP/SIMPLE