Introduction to reinforcement learning

Learning is driven by reward What will you get in this article Basic concept of reinforcement learning Outline Concept In many scenario, real world problems do not exist the ground true answer. The supervised learning could not handle this problem. But we can use trial and error to get the answer then calibrate our behavior. The key concept is reward from environment. That is also the way human learning new thing....

April 15, 2017 · 1 min · ykhorizon

Statistics and Data Analysis for Engineers part 1

Purpose This is a personal notes to organize the knowledge Pick up basic statistics concept to Explore more deeply in statistics Support my research Target Audience For those who do not take statistics course before Article Structure @( use xmind as map of this article ) Content start! Basic Concepts What is statistics? Statistics is the science of collecting, analyzing, interpreting, and presenting (numerical) data. Population V....

September 11, 2016 · 3 min · ykhorizon