Droneageddon

Droneageddon is a simple drone simulator which uses reinforcement learning to train drones to track targets!

Try it yourself at: https://droneageddon-381bc.web.app/

Getting Started

Start development server by:

npm run dev

To deploy:

npm run login # to login into the firebase CLI
npm run deploy # to deploy local files

Improvements

• Define a proper fitness/cost function which penalise motor flickering
• Experiment using multiple web workers for training
• Store and plot generation stats
• Refactor the drone repository to handle multiple pre-trained
• Add tests 😂
• Do some reading on ML 🤣

Known Bugs

• Red eye missing from the simulation animation in all but the last drone
• Local storage contains other keys which cannot be parsed when loading the pre-saved drones