Description: Further DetailsTitle: Reinforcement Learning From ScratchCondition: NewSubtitle: Understanding Current Approaches - with Examples in Java and GreenfootEAN: 9783031090325ISBN: 9783031090325Edition: 1st ed. 2022Publisher: Springer International Publishing AGFormat: PaperbackRelease Date: 10/28/2023Description: In ancient games such as chess or go, the most brilliant players can improve by studying the strategies produced by a machine. Robotic systems practice their own movements. In arcade games, agents capable of learning reach superhuman levels within a few hours. How do these spectacular reinforcement learning algorithms work? With easy-to-understand explanations and clear examples in Java and Greenfoot, you can acquire the principles of reinforcement learning and apply them in your own intelligent agents. Greenfoot (M.Kölling, King's College London) and the hamster model (D. Bohles, University of Oldenburg) are simple but also powerful didactic tools that were developed to convey basic programming concepts. The result is an accessible introduction into machine learning that concentrates on reinforcement learning. Taking the reader through the steps of developing intelligent agents, from the very basics to advanced aspects, touching on a variety of machine learning algorithms along the way, one is allowed to play along, experiment, and add their own ideas and experiments.Language: EnglishCountry/Region of Manufacture: CHItem Height: 235mmItem Length: 155mmAuthor: Uwe LorenzGenre: Computing & InternetRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Reinforcement Learning From Scratch
Title: Reinforcement Learning From Scratch
Subtitle: Understanding Current Approaches - with Examples in Java and Gree
EAN: 9783031090325
ISBN: 9783031090325
Edition: 1st ed. 2022
Release Date: 10/28/2023
Release Year: 2023
Country/Region of Manufacture: CH
Item Height: 235mm
Genre: Computing & Internet
Number of Pages: Xiv, 184 Pages
Language: English
Publication Name: Reinforcement Learning from Scratch : Understanding Current Approaches - with Examples in Java and Greenfoot
Publisher: Springer International Publishing A&G
Subject: Programming Languages / Java, Probability & Statistics / General, Intelligence (Ai) & Semantics, General
Publication Year: 2023
Type: Textbook
Item Weight: 11.1 Oz
Author: Uwe Lorenz
Subject Area: Mathematics, Computers, Science
Item Length: 9.3 in
Item Width: 6.1 in
Format: Trade Paperback
