This is a static web application built with Svelte that simulates a city scenario. The application generates a random layout of roads and streets using the Wave Function Collapsing algorithm. AI-controlled cars populate the city and drive around the course while avoiding collisions and following traffic laws.
The AI algorithm used in this application is a N.E.A.T. classification of genetic AI. The data for the generated AI nodes, layers, and the shape of the neural network will be saved in the cloud using Firebase. The application saves the winning N.E.A.T. algorithms and refers to it to generate new genetic algorithm mutations to keep the data improving continuously for each user viewing.
To run the application, simply clone this repository and open the index.html file in your web browser.
git clone https://github.com/elijahstorm/simul-city.git
cd simul-cityThis application requires the following dependencies:
Before running the application, you will need to configure Firebase. Create a Firebase account and configure the application to use Firebase as the backend database.
To run the application, simply run pnpm run dev.
Contributions to this project are welcome. If you find any issues or would like to suggest new features, please open an issue or a pull request on this repository.
This application is released under the MIT License.
This is currently configured with SvelteKit to build and host statically. I chose this so I can easily host it on my github.io page.
pnpm releaseRunning this command will build the last commit to a local /docs folder in the release branch, which can be configured in your github.com/[username]/[repo-name]/settings/pages to automatically deploy statically when a commit is pushed to the remote repo.
I recommend configuring it so that Github will automatically deploy from the source branch release within the /docs folder.
Running the above pnpm release step will manage building and pushing to the release branch for you. You can edit these steps to fit your needs.
(Notice: I did it like this because I'm lazy, but I like to be clean. There are better ways to do this via hooks, so I might update this later.)