Introduction
Let me quickly explain, Subway Surfers is one of the world known endless kind of runner game which is played by millions across the world because of it fast-paced gameplay, exciting graphics, and challenges. From dodging trains to collecting coins to using power-ups, the game offers an infinite amount of entertainment. But what you may not know, is that interest in the game has also overflowed into the realm of programming and software development, too!
In this article, we will discuss a few interesting aspects of some of the many versions of Subway Surfers hosted on GitHub, ranging from straightforward clones to advanced iterative AI models. Whether you’re a gamer who—at least on the second run—wants to play something new from the first run, or a dev that want to know about game development and machine learning, this is endless. To this end, this article will take you through everything you should know about Subway Surfers GitHub projects one step at a time, and allow you to immerse in a deeper understanding of this world, creativity, skill and fun.
What is Subway Surfers? A Brief Overview
Now before we jump into a GitHub project walk-through, let’s quickly address the game. For example, Subway Surfers is an endless runner game developed by Kiloo and SYBO Games where players control a character who runs along subway tracks, avoiding oncoming trains and collects coins and power-ups. The goal is simple: run as far as possible before being caught by the cop who is chasing you or crashing into obstacles.
Dynamic controls, vibrant visuals, and levels that ramp up in difficulty keep players engaged. Its success has spawned several spin-offs and influenced innumerable clones and adaptations. Today, however, the Developer Community has taken the creativity of the game to new heights, making it available as GitHub mobile for mobile platforms.
Github projects updates of subway surfers
GitHub, the world’s most popular development platform for open-source software, is a cave for так Subway Surfers projects. These projects let developers replicate the basic mechanics of the game, sure, but also use them as a canvas to experiment with new ideas, such as AI-powered gameplay, or improving graphics and game features. Here are the various categories of Subway Surfers GitHub projects and what each one is able to offer you.
How to Play Subway Surfers on the Web Browser
If you’re a casual player looking to catch a quick game of Subway Surfers without downloading anything, the browser-based derivatives on GitHub are a simple, direct way to get into the game. The game runs true to the original with little set up.
Hey guys, you can now play Subway Surf in your browser!
Here’s how to access the browser-based versions:
Go To The GitHub Repo: Check out a project like this one made by sarnas15, a playable, simplified version of Subway Surfers.
Clone or Download — on the project’s page, click “Clone or Download” button to download the code to your computer.
Run the Game: Open the game. html file in your browser. This loads the game, and you can move the character with the arrow keys and jump with the spacebar.
These browser-based versions are fine for quick, no-frills fun, but lack the depth of a mobile app. Nevertheless, these are excellent introductions for novice game developers and modders alike.
Example 1: Using AI to Play Subway Surfers
If you’re an AI and ML enthusiast, the GitHub community has published projects to show how we can play Subway Surfers with AI. These projects use complex techniques such as reinforcement learning and supervised learning to train an AI model to play the game automatically.
Supervised w/CNN (Convolutional Neural Networks)
One such project is called subwAI, which uses a convolutional neural network (CNN) to train an AI agent to play Subway Surfers by watching a fellow dude play the game and make the moves.
Here’s an explanation of how this plays out:
Data Collected: The AI agent takes screenshots of the game while a player plays the game. The training dataset is built by logging these images and the actions associated with them (like jump, move left).
Model Training: The CNN is trained on these images to predict the right action for the given input image. That means the model gets better and better at making decisions with more data.
AI Training: You would train the AI on the data until it reaches its desired learning, i.e. you know it can provide the desired procedure. The AI may even develop advanced, unexpected strategies for success — including exploiting glitches in the game.
This is a good approach if you are already somewhat familiar with game development and want to add a machine learning component to your project without having to write much machine learning code yourself.
DQN (Deep-Q-Network) Reinforcement Learning
One named subway-surfers-AI-main on GitHub is more advanced, using reinforcement learning through techniques like DQN (Deep Q-Networks). Here’s how it works:
In order to implement the algorithms, we need to set up the reinforcement learning environment, to do that the first step is to prepare the game environment.
Training the AI: With trial and error, the AI learns. It takes actions, receives positive rewards for good actions (e.g. collecting coins) and penalties for bad actions (e.g. crashing into obstacles).
Testing: After training the model, you can evaluate its effectiveness with a test, where you measure how well it can navigate the paths, pick up coins and avoid obstacles.
The solution is reinforcement learning, a more advanced technique, ideal for developers and AI hobbyists that want a deep introduction to independent decision-making.
Adding Unity to Subway Surfers
Game developers who want to experiment around the productivity behind Subway Surfers should find out that they can mod and create personal game variants using the unity motor. Subway Surfers Unity — recreate the game with the bonus of modifying mechanics, graphics, and levels.
Wiki Article to get you started on Unity Modding
That is how you can modify Subway Surfers with Unity:
Download the Project: Either via downloading or cloning the Unity project from GitHub. You will gain access to all game assets, scripts, and data used in the original game.
Open The Project In Unity: Open up the project in the Unity Editor. Here you’ll view all the game components, including 3D models, animations and logic scripts.
Edit the Game: At this point, you can edit nearly anything. Create new challenges, craft your own levels, adjust the difficulty sliders, or even add new power-ups.
Play and share Once you’ve made your changes, you can build the game and run it locally or share it with others.
A great option for those who want to build their own version of Subway Surfers; it gives you free license to experiment and a practical, solution-focused approach to game development!
Advanced Browser-based JavaScript and WebGL Versions
If you are already well-versed in JavaScript and the web technologies that power the Platform and would like to work on pushing the limits of what can be done with browser-based games, the GitHub community is already experimenting with the technologies behind JavaScript and WebGL for richer graphics and performance.
Install and Setup the JS & WebGL Version
Here’s how you can set up the advanced browser version:
Guide to Git and GitHub——(For Beginners)Step 2: Clone the RepositoryClone a RepositoryUse cp commands to clone a standardized repository such as stive0321’s project. For example:
bash
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$ git clone https://github.com/stive0321/subway-surfersbb.git
Before you dive in, there are a couple of things to mention, the most relevant one being to Set Up a Local Server. Use Python or Node. js to create a simple local server:
bash
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cd subway-surfersbb
python3 -m http.server
Start the Game: Load your browser and navigate to http://localhost:8000. You will load on the game, and play (keys: arrow keys),
With WebGL you get smoother graphics, as well as better performance overall, establishing it as a great option for people wanting to develop themselves further in JavaScript.
Define Each of them. here some guide on GitHub
The aforementioned projects are all open-source, you can customize and extend them however you need. So if you want to improve your Subway Surfers experience, here are some things to add to your game:
New features and power-ups might also be added
If you’re interested to take the gameplay a step further, think about introducing the33516 changes or challenges. Here are some ideas:
Power-Up The Man: Unlock new abilities such as a speed boost or a coin multiplier. These would be applied to the game’s logic files.
Edit Levels: Design your own levels with various challenges and difficulties. These is usually designed in either Unity project basis or JavaScript-based.
Improving AI Performance
For projects that are AI-driven, you can improve performance by testing with:
Neural Network Tweaks: Experiment with the number of CNN model layers or try out different kinds of neural networks (e.g. recurrent neural networks [RNNs]).
Data Augmentation: Collect more diverse in-game experiences to train the AI to better generalise the experience.
Personalizing the Ride Experience
Alter the appearance of the game through editing the HTML, CSS, and graphics files. Customise the UI — Change the look of the menu layout, button designs & in-game HUD, tweak them to suit your style or make the game more accessible.
Subway Surfers Tips: How to Get a High Score
Even though the GitHub versions of Subway Surfers are fun and educational, they are based on the original game, so here we have some helpful tips to increase scores:
Do Not Abuse Hoverboards: Hoverboards are fantastic when it protects you from crash. They are useful when you’re close to obstacles.
Level up Your Power Ups: Particularly the Coin Magnet and 2x Multiplier to net you a few more coins to the cause and the score.
Complete Challenges: Always pay attention to challenges or missions for bonus rewards
In this post, we take a look at the amazing world of GitHub for Subway Surfers games.
Conclusion: The Exciting World of Subway Surfers on GitHub
GitHub projects for Subway Surfers provide numerous possibilities for gamers, developers, and AI fans. Whether you are just playing a simple browser version of the Hunt, using AI to play the game for you, or learning to make a version of Hunt with Unity, GitHub has some treasure awaiting you. The best part? All of these projects are open-source, so you can feel free to tinker with the game to your heart’s content.
At the same time, GitHub is where users go to discover new features, learn about game development or ai, or just have some fun with the latest version of subway surfers. So get involved in these projects today and see where your creativity and technical skills lead you!