https://github.com/madebypixel02/machine-learning-pacman

[Uc3m] The Classic ghost-eating game
https://github.com/madebypixel02/machine-learning-pacman

data-science data-structures data-structures-and-algorithms machine-learning machine-learning-algorithms pacman-game python reinforcement-learning uc3m videogame weka weka-library

Last synced: 16 days ago
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[Uc3m] The Classic ghost-eating game

• Host: GitHub
• URL: https://github.com/madebypixel02/machine-learning-pacman
• Owner: madebypixel02
• Created: 2021-03-24T16:49:43.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2023-03-19T13:35:47.000Z (almost 2 years ago)
• Last Synced: 2024-11-14T18:18:57.954Z (3 months ago)
• Topics: data-science, data-structures, data-structures-and-algorithms, machine-learning, machine-learning-algorithms, pacman-game, python, reinforcement-learning, uc3m, videogame, weka, weka-library
• Language: Python
• Homepage:
• Size: 16.8 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Machine Learning Pacman | uc3m

*The Classic ghost-eating game 👾*

[**Report**](https://github.com/madebypixel02/Machine-Learning-Pacman/blob/master/Practice%202%20Report.pdf)

## Introduction

This project introduces us to new notions on Machine Learning. I developed this project with [@chriss1245](https://github.com/chriss1245).

## Installation

Dependencies:

```

jre-openjdk python python-pip git

```

Clone the repo:

```shell

git clone https://github.com/madebypixel02/Machine-Learning-Pacman.git

cd Machine-Learning-Pacman

```

Install the required ``python`` libraries:

```shell

JAVA_HOME=/usr/lib/jvm/default pip install -r requirements.txt

```

Test our ``machine learning`` algorithm

```shell

python busters.py -p QLearningAgent -l openClassic -t 0.1 -g RandomGhost

```

Note: ``-l`` specifies map to try (from layouts folder), ``-g RandomGhost`` specifies that ghosts will move at random instead of staying still.

## Gameplay



  



## Summary

May 4th, 2021