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
Game Theory: The Science of Decision-Making

Game Theory: The Science of Decision-Making

SciShow explores game theory, a branch of mathematics that reinforcement learning relies upon heavily. More game theory posts. Details
AI Safety Gym

AI Safety Gym

Rob Miles of Computerphile  discusses the idea of a gym for training AI algorithms. Details
An algorithm that learns through rewards may show how our brain does too

Algorithm that Learns via Rewards May Reveal How Our Brains Learn

I always knew that reinforcement learning would teach us more about ourselves than any other kind of AI approach. This feeling was backed up in... Details
DeepMind’s New AI MuZero Mastered More Than 50 Games

DeepMind’s New AI MuZero Mastered More Than 50 Games

Two Minute Papers explores the paper "Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model." Details
OpenAI Safety Gym: A Safe Place For AIs To Learn

OpenAI Safety Gym: A Safe Place For AIs To Learn

Two Minute Papers takes a look at the paper "Benchmarking Safe Exploration in Deep Reinforcement Learning.” Details
DeepMind’s AlphaStar: A Grandmaster Level StarCraft 2 AI

DeepMind’s AlphaStar: A Grandmaster Level StarCraft 2 AI

Two Minute Papers explores the paper "AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning" in this video.  Details
Why Deep Q Learning Needs A Target Network and Replay Memory

Why Deep Q Learning Needs A Target Network and Replay Memory

Machine Learning with Phil has got another interesting look at Deep Q Learning as part of a preview of his course. The two biggest innovations... Details