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Reinforcement Learning with JavaScript

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Title
Reinforcement Learning with JavaScript
Subtitle
Bringing Machine Learning into the browser using TensorFlow.js
Title of Series
Number of Parts
637
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License
CC Attribution 2.0 Belgium:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Publisher
Release Date2021
LanguageEnglish
Production Year2021

Content Metadata

Subject Area
Genre
Abstract
Reinforcement learning learns complex processes by experimenting with its environment. In this session, you will get a glimpse into Q-Learning and Neural Networks, and how they can be implemented in JavaScript using TensorFlow.js library. As an example, we will show & discuss an implementation which solves the well-known Mountain Car problem.