Unsupervised learning

Self-supervised and unsupervised learning has been behind some of the biggest AI stories. You may have heard about them already, but here is a collection.

DeepMind

Alphago Movie

Lecture

Podcast

David Silver

You can find more on their website such as an implementation of a DQN.

OpenAI

GPT-3

Language Models are Few-Shot Learners and its API. We currently don’t have full access to their API :cry:

Projects

DOTA2 Bot
Music Generation

More on their website

They have a guide to unsupervised learning - Spinning Up in DeepRL with an accompanying video:

Ilya Sutskever