WARINING: the back to menu buttons don't always work and sometimes crash. The bug is known,sorry for the disagreement.

Features

• Custom game environment built with Pygame
• AI agent implementation using PPO algorithm
• Level editor for creating custom levels
• Multiple game modes: Player, AI Training, and Level Editor
• Save and load AI models
• Visualize AI training progress

Installation

1. Clone the repository:

   git clone https://github.com/AshladBP/g-t-AI.git
   cd g-t-ai
   cd python
   

2. Create a virtual environment (optional but recommended):

   python -m venv venv
   source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
   

3. Install the required packages:

   pip install -r requirements.txt
   

Usage

Run the main script to start the application:

python main.py

Game Modes

1. Player Mode: Play the game manually using arrow keys.
2. AI Mode: Train an AI agent using PPO algorithm.
3. Level Editor: Create and edit custom levels.

Controls

• Use arrow keys to move the player in Player Mode.
• In AI Mode:
  • Space: Pause/Resume training
  • R: Toggle rendering
  • Click on buttons to save/load models or return to the main menu

Project Structure

• main.py: Main entry point of the application
• game.py: Implements the core game logic and rendering
• player_mode.py: Handles the player-controlled game mode
• ai_mode.py: Manages the AI training mode
• level_editor.py: Provides a GUI for creating and editing levels
• player_env.py: Defines the environment for the AI agent
• agents/ppo.py: Implements the PPO algorithm for AI training

Creating Custom Levels

1. Select "Level Editor" from the main menu.
2. Use the tools provided to create walls, set spawn points, and place goals.
3. Save your level with a unique name.

Training AI Models

1. Select "AI Mode" from the main menu.
2. Choose a level for training.
3. Monitor the training progress and use the provided controls to manage the process.
4. Save your trained model for later use.