An app for demonstrating the use of AI (Reinforcement Learning) with pixel games.
The live demo can be found here. Slides here.
This repo contains the code for the demos in this talk: Games are smarted than us, which was given in React Summit 2020.
The concepts and tools that are used in this repo come from the world of pixel games building and reinforcement learning, especially:
- Bitmelo - A tool for easily building pixel games
- ReinforceJS - A JS library by Andrej Karpathy that allows to easily train RL models in the client
Reinforcement Learning is a fascinating field. For starting, I recommend these talks from David Silver: Reinforcement Learning And these resources:
In the project directory, you can run:
Runs the app in the development mode.
Open http://localhost:3000 to view it in the browser.
Builds the app for production to the build
folder.
It correctly bundles React in production mode and optimizes the build for the best performance.