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
Top 10 Free Resources To Learn Reinforcement Learning

Top 10 Free Resources To Learn Reinforcement Learning

Reinforcement Learning (RL) uses a “trial and error” method and interacts with the environment to learn an optimal policy for gaining maximum rewards by making... Details
David Silver on AlphaGo, AlphaZero, and Deep Reinforcement Learning

David Silver on AlphaGo, AlphaZero, and Deep Reinforcement Learning

Lex Fridman interviews David Silver for the Artificial Intelligence podcast.. David Silver leads the reinforcement learning research group at DeepMind and was lead researcher on... Details
Robot Learns to Self Balance with N Step SARSA

Robot Learns to Self Balance with N Step SARSA

Machine Learning with Phil explores reinforcement learning with SARSA in this video. While Q learning is a powerful algorithm, SARSA is equally powerful for many... Details
Dueling Deep Q Learning with Tensorflow 2 & Keras

Dueling Deep Q Learning with Tensorflow 2 & Keras

Machine Learning with Phil dives into Deep Q Learning with Tensorflow 2 and Keras. Dueling Deep Q Learning is easier than ever with Tensorflow 2... Details
Deep Q Learning is Simple with PyTorch

Deep Q Learning is Simple with PyTorch

Machine Learning with Phil has a great tutorial on how to do Deep Q Learning in PyTorch. The PyTorch deep learning framework makes coding a... Details
Hands-On Guide to OpenAI Gym Custom Environments

Hands-On Guide to OpenAI Gym Custom Environments

OpenAI Gym is a well known RL environment/community for developing and comparing Reinforcement Learning agents. OpenAI Gym doesn’t make assumptions about the structure of the... Details
OpenAI Performs Surgery On A Neural Network to Play DOTA 2

OpenAI Performs Surgery On A Neural Network to Play DOTA 2

Two Minute Papers discusses the paper "Dota 2 with Large Scale Deep Reinforcement Learning" from OpenAI. Details