Pusula

Multi-Agent Deep Reinforcement Learning in 13 Lines of Code Using PettingZoo

This tutorial is no longer up-to-date for the new versions of PettingZoo and Stable Baselines 3. Since this article was released, PettingZoo has been through some major revisions and is now part of ...
Pusula

Reinforcement Learning Tutorial Part 3: Basic Deep Q-Learning

In part 1 we introduced Q-learning as a concept with a pen and paper example. In part 2 we implemented the example in code and demonstrated how to execute it in the cloud. In this third part, we will ...
The Conversation

What is reinforcement learning? An AI researcher explains a key method of teaching machines – and how it relates to training your dog

Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to learn from experience is a cornerstone of intelligence for machines and living ...
Princeton University

The Neuroscience of Reinforcement Learning

One of the most influential contributions of machine learning to understanding the human brain is the (fairly recent) formulation of learning in real world tasks in terms of the computational ...