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pacman-rl-agent

Table of Contents

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

Contributors

Xuecong Liu
Xuecong Liu

Carlos Lago
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
  1. 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.

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RL agent to play Pacman, capture the flag

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