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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