ML/AI - Solve problem using Q-Learning
Have you ever thought about understanding the basic concepts of Machine Learning & AI by doing some simple hands-on activities. In this course, we will focus on solving problem using Q-Learning.
Overview
Prerequisites
File to download
Math Notation
Choose best action
Remember results
Discuss about Rewards
Learn from experience
Calculate Reward
Goodness of new state
Recap
Update table
New state goodness importance
An example
An example
Problem Statement
Test your understanding
Random Action
Create Q-table
Initial State
Choose Best action
Do the best action
Update Q-table
Print Q-table
Add episode statistics
Visualize episode statistics
Visualize best episode
Congratulations on completing this course!
Really liked the step by step walk through for the q learning algorithm code. Helped me understand the concepts a lot.
Really liked the step by step walk through for the q learning algorithm code. Helped me understand the concepts a lot.
Read LessI like how straightforward and clear the instructions are for this module
I like how straightforward and clear the instructions are for this module
Read LessInformative Course as always was left a little confused about what my objective was after I finished, however, I was not left with any challenges.
Informative Course as always was left a little confused about what my objective was after I finished, however, I was not left with any challenges.
Read LessThe way the concepts were taught is very easy to understand however I feel like the lessons could be shorter since there's a lot of repetitions
The way the concepts were taught is very easy to understand however I feel like the lessons could be shorter since there's a lot of repetitions
Read LessI think the overall explanations of concepts and what we were doing was good, but at times, there were moments where a line of code was added with not much e...
Read MoreI think the overall explanations of concepts and what we were doing was good, but at times, there were moments where a line of code was added with not much explanation as to why it's being added
Read Less