Reinforement Learning

Now I believe reinforcement learning is the right path to AGI.

Table of contents

Resources

Textbooks

1. Reinforcement Learning: An Introduction
2. Algorithms of Reinforcement Learning

Courses

1. UCL Course on RL from David Silver
2. Reinforcement Learning
3. Deep Reinforcement Learning

Articles

1. Deep Reinforcement Learning: Pong from Pixels
2. The Bitter Lesson
3. A (Long) Peek into Reinforcement Learning

Software

1. Gymnasium: An API standard for reinforcement learning with a diverse collection of reference environments
2. Stable Baselines3
3. CleanRL

Robitics

1. Genesis: A generative world for general-purpose robotics & embodied AI learning.