Battle Infinity is a refined version of the Punk Battle game developed using the Kaboom.js JavaScript library. This project offers an updated take on the classic punk battle concept with enhanced gameplay mechanics and visuals.
Punk Battle Refine is an iteration of the original Punk Battle game aimed at delivering a more engaging and visually captivating experience. Built entirely in JavaScript using Kaboom.js, the game leverages modern web technologies to bring fast-paced, arcade-style action directly to your browser.
The game integrate a AI reinforcement learning neural network to predict the action for second player.
Key Components:
- Network: Configured for 9 inputs (game state) and 4 outputs (actions).
- trainingData: Stores input-output pairs globally within
neural.js. - loadAI: Loads saved model at game start.
- saveAI: Saves model after training.
- trainAI: Trains on collected data, limiting to 1000 samples.
- collectData: Adds player1 state and actions to trainingData.
- predictAction: Outputs AI actions for player2 based on game state.
- Export: Uses window.AI to make functions accessible to main.js(avoids ES module complexity in browsers).
- First match: AI may be inactive (untrained).
- After match: Training runs (check console).
- Next match: AI mimics player1 (e.g., moves toward you).
At the outset of the game, the AI exhibits relatively unsophisticated behavior, often failing to initiate any attacks. However, as the game progresses, it incrementally learns and adapts to the player's actions, resulting in increasingly rapid and precise responses. Notably, by the third and fourth games, the AI demonstrates a marked improvement in strategic behavior, reflecting a significant enhancement in its decision-making capabilities.
- Refined Gameplay: Enhanced game mechanics for a smoother and more dynamic player experience.
- Stylish Visuals: Updated graphics and animations that immerse players in a cyberpunk-inspired world.
- Responsive Design: Optimized for various screen sizes, ensuring accessibility on both desktop and mobile devices.
- Easy-to-Run: Straightforward installation and setup process, ready to play out-of-the-box.
- AI Neural Net Control: Implement a neural network based AI opponent mechanism
- Kaboom.js – A JavaScript game programming library.
- Brain.js - A JavaScript Neural Network Engine
- HTML/CSS/JavaScript – Core technologies used for building and styling the game.
To run the game locally, follow these simple steps:
-
Clone the Repository:
git clone https://github.com/JackSuuu/Punk-Battle-refine.git
-
Navigate to the Project Directory:
cd Punk-Battle-refine -
Open the Game:
Simply open the
index.htmlfile in your web browser to start playing the game.
Once you have the game open in your browser:
- Use the keyboard controls to navigate and battle.
- Explore the refined mechanics and enjoy smoother, more engaging gameplay.
- Check the in-game instructions (if any) for specific controls and objectives.
Contributions are welcome! If you have suggestions for improvements or have identified issues, please feel free to open an issue or submit a pull request.
- Fork the repository.
- Create your feature branch:
git checkout -b feature/YourFeature - Commit your changes:
git commit -m 'Add some feature' - Push to your branch:
git push origin feature/YourFeature - Open a pull request.
Distributed under the MIT License. See the LICENSE file for more details.
For any questions or feedback, please reach out:
- GitHub: JackSuuu
- Repository: Punk Battle Refine
- Kaboom.js for providing an excellent framework for game development.
- Inspirations from the cyberpunk aesthetic and previous game iterations that paved the way for this refined version.