RL Learning

A hands-on Reinforcement Learning course - from zero to expertise, with code at every step.

Live site: https://deepsaia.github.io/rll/

Local Development

Prerequisites

• Node.js 20+
• Yarn 1.x

Setup

cd website
yarn install

Run locally

cd website
yarn start

This starts a local dev server at http://localhost:3000/rll/ with hot reloading - edits to docs and components are reflected instantly in the browser.

Edit content

Course content lives in website/docs/:

• docs/index.md - Landing page
• docs/contents.md - Course roadmap
• docs/modules/m00.md through m15.md - Module pages

Pages are Markdown with optional MDX (React components) and KaTeX math ($...$ for inline, $$...$$ for display).

Build

cd website
yarn build

This generates a static site in website/build/. To preview the production build locally:

cd website
yarn serve

Publishing Changes

Push to main - that's it. A GitHub Actions workflow automatically builds the Docusaurus site and deploys it to GitHub Pages. No manual steps needed.

To check deployment status, see the Actions tab in the GitHub repo.