All Stories

Transformers Explained Visually - Overview of Functionality

A Gentle Guide to Transformers, how they are used for NLP, and why they are better than RNNs, in Plain English. How Attention helps improve performance.

In Transformers, tutorial, Dec 13, 2020

Reinforcement Learning Explained Visually - Deep Q Networks, step-by-step

A Gentle Guide to DQNs with Experience Replay, in Plain English.

In Reinforcement Learning, tutorial, Nov 30, 2020

Reinforcement Learning Explained Visually - Q Learning, step-by-step

A Visual Guide to how and why the Q Learning Algorithm works, in Plain English.

In Reinforcement Learning, tutorial, Nov 15, 2020

Reinforcement Learning Made Simple - Solution Approaches

A Gentle Overview of RL solutions, and how to categorize them. Important takeaways from the Bellman equation, in Plain English.

In Reinforcement Learning, tutorial, Feb 02, 2019

Reinforcement Learning Explained Visually - Model-free solutions, step-by-step

A Visual Guide to techniques used by Value-based and Policy-based solutions, in Plain English.

In Jekyll, tutorial, Feb 02, 2019

Reinforcement Learning Made Simple - Intro to Basic Concepts and Terminology

A Gentle Guide to applying Markov Decision Processes, in Plain English.

In Reinforcement Learning, tutorial, Feb 02, 2019