xc-liu / pacman-rl-agent

RL agent to play Pacman, capture the flag

pacman-rl-agent

Table of Contents

• About the Project
  • Built With
• Getting Started
  • Prerequisites
  • Installation
• Contributors
• Usage
• Contributing

About The Project

This project is oriented towards the use of RL in the pacman-ctf environment, which consists on playing a capture the flag game in pacman, by controlling two agents. Our research findings are here.

Built With

• Python

Contributors

Xuecong Liu

Carlos Lago

Getting Started

To get a local copy up and running follow these simple steps.

Prerequisites

• Python 3+

Installation

1. Clone the repo

git clone https://github.com/xc-liu/pacman-rl-agent

2. Install Python packages

sudo pip install -r requirements.txt

Usage

The game can be runed with the following command:

python capture.py

For more details about the game mechanics refer to pacman-ctf.

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.