Godot Poker Machine Learning Project

Overview

This project is a poker machine game that uses machine learning to predict the best move to make in a given situation. The game is built using the Godot game engine and the machine learning model is built using Python.

Screenshots

April 8th 2024: Working UI and player controls implemented

Installation

1. Clone the repository
2. Install the required Python libraries. Click here for instructions on how to do this.
3. Open the project in Godot
4. Run the project

Project Structure

• Python-ML/ - Contains the machine learning model
• Godot-Project/ - Contains the Godot project
• Godot-Project/addons/ - Contains the Godot RL Agents addon
• Godot-Project/assets/ - Contains the assets used in the game
• Godot-Project/scenes/ - Contains the scenes used in the game
• Godot-Project/scripts/ - Contains the scripts used in the game
• Godot-Project/scripts/autoload - Contains the autoload scripts used in the game
• Godot-Project/scripts/classes - Contains the classes used in the game
• Godot-Project/scripts/ui - Contains the UI scripts used in the game
• Godot-Project/scripts/utils - Contains the utility scripts used in the game
• Godot-Project/test/ - Contains the tests for the game

References

• Godot Engine
• Python
• M5x7 Font
• Finite State Machine in Godot
• Training AI in Godot with RL
• Python RL Repo (stable_baselines3 example)
• Godot RL Agents Repo
• TensorFlow Lite Models
• Texas Holdem Hand Evaluation and Analysis
• GUT Test
• Card Assets

License

This project is licensed under the MIT License - see the LICENSE file for details.