Can AI Learn to Cooperate?

Can AI Learn to Cooperate?

Machine Learning with Phil covers Multi Agent Deep Deterministic Policy Gradients (MADDPG) in this video. Multi agent deep deterministic policy gradients is one of the... Details
DeepMind’s AI Watches YouTube and Learns To Play

DeepMind’s AI Watches YouTube and Learns To Play

Two Minute Papers looks at the paper "Playing hard exploration games by watching YouTube." Details
A Beginner’s Guide to Reinforcement Learning

A Beginner’s Guide to Reinforcement Learning

Reinforcement learning is one of the most exciting collections of techniques for building self-learning systems. Over the past five years, we’ve seen RL successfully meet... Details
Reinforcement Learning: Machine Learning Meets Control Theory

Reinforcement Learning: Machine Learning Meets Control Theory

Steve Brunton explains reinforcement learning. Reinforcement learning is a powerful technique at the intersection of machine learning and control theory, and it is inspired by... Details
New Reinforcement Learning Methods to Improve AI in Gaming and Beyond

New Reinforcement Learning Methods to Improve AI in Gaming and Beyond

This episode of the AI show covers reinforcement learning – an AI approach that is especially promising for training naturally behaving game characters with nuanced... Details
AI-Driven Basketball Players Dribble Like Mad

AI-Driven Basketball Players Dribble Like Mad

Two Minute Papers explains the paper "Local Motion Phases for Learning Multi-Contact Character Movements" in the video below. Details
Provably Efficient Reinforcement Learning with Dr. Akshay Krishnamurthy

Provably Efficient Reinforcement Learning with Dr. Akshay Krishnamurthy

MSR’s New York City lab is home to some of the best reinforcement learning research on the planet but if you ask any of the... Details
DeepMind Made A Superhuman AI For 57 Atari Games

DeepMind Made A Superhuman AI For 57 Atari Games

Two Minute Papers takes a look at the paper "Agent57: Outperforming the Atari Human Benchmark" in the following video.  Details
Get Started with Reinforcement Learning on Azure Machine Learning

Get Started with Reinforcement Learning on Azure Machine Learning

Are you curious how data scientists and researchers train agents that make decisions?  Learn how to use reinforcement learning to optimize decision making using Azure... Details
This AI Does Nothing In Games…And Still Wins!

This AI Does Nothing In Games…And Still Wins!

Two Minute Papers explores the paper "Adversarial Policies.” Details