DRL Labs

Tennis + Soccer + MARL lecture material

Multi-agent RL and collaboration/competition

The branch for Tennis, Soccer, and the theory around cooperation, competition, and Markov games.

Great study content, thin runtime assets Theory-first; missing env bundles in repo

How It Works

Structure

This is mostly notebook and transcript material. The project notebooks show the Tennis/Soccer environments, while the subtitle archive covers motivation, applications, Markov games, cooperation/competition, and a paper walk-through.

Why Reuse

Role in the new DRL arm

It gives the future DRL arm a true multi-agent sub-tree without forcing phase 2 to solve live environment recovery first.

Key Assets

What is already here

Project 3 Notebooks

project bundle

Tennis and Soccer notebooks plus the project README.

source-material/classwork/project-reports/p3_collaborate-compete

MARL Subtitles

subtitle archive

Lecture subtitles for multi-agent foundations and examples.

source-material/classwork/Introduction+to+Multi-Agent+RL+Subtitles.zip