Hexapawn AI is a fascinating blend of classic gameplay and adaptive artificial intelligence, designed to both entertain and educate. Inspired by the classic Hexapawn game, this project introduces an AI opponent that mimics human learning behavior by following a review-reflect-reinforce approach. Each time the AI loses a game, it "remembers" the unsuccessful moves and avoids repeating them in future matches, steadily improving its gameplay. This makes every match a progressively challenging experience, offering players a chance to sharpen their strategic thinking.
Built with modularity in mind, the project offers two ways to engage with the game: a minimalist Command-Line Interface (CLI) for a quick, focused experience, and a visually appealing Graphical User Interface (GUI) with drag-and-drop functionality powered by Pygame. Whether you're exploring the AI's decision-making process or simply enjoying a casual match, Hexapawn AI bridges the gap between entertainment and education in an open-source format. Perfect for enthusiasts looking to learn about AI, Python programming, or game development!
Getting started with Hexapawn AI is simple! Follow these steps to set up and run the program on your system:
- Ensure you have Python 3.9 or higher installed on your system.
- Clone the repository
git clone https://github.com/RohitMugalya/Hexapawn-AI.git
cd Hexapawn-AI
- Create and activate virtual environment
python -m venv venv- on Linux system
source venv/bin/activate- on Windows system
.\venv\Scripts\activate.bat - Install the requirements
pip install -r requirements.txt
- Run the program
- For Graphical user interface
python gui.py
- For Command line interface
python cli.py
