Highlighting of active RL literature repos. Also highlights other related pedagogical resources.

Reinforcement Learning Literature

Offline RL

Safe RL

Multi-Agent RL

Inverse RL

Yiren's Algorithm Repo (Tensorflow)

Matthew's Algorithm Repo (Theano)

Other Resources

Reinforcement Learning Communities

RL Discord

Discord server for discussing RL theory and practice. Open to all skill levels.

Farama Foundation Discord

Discord server for discussing many RL libraries including Gymnasium (formerly Gym). Especially useful for discussing the implementation process of RL environments and algorithms. Open to all skill levels.

Reinforcement Learning Subreddit

Subreddit for general RL discussion.

Adjacent Topics

MLOps

MLOps is about the implementation of machine learning (eg. image classification) from conception to deployment. In other words, it is "full-stack ML". If one is looking for possible resources to enhance their RL stack, this resource may provide inspiration. This is currently the closest thing industry has to using RL solutions cleanly in production.