Reinforcement Learning From Scratch

Name: Reinforcement Learning From Scratch
Brand: Springer, Berlin
SKU: 9783031090295
Price: 78.29 EUR
Availability: InStock

Understanding Current Approaches - with Examples in Java and Greenfoot

Autor: Uwe Lorenz

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

78.29 €

In ancient games such as chess or go, the most brilliant players can improve by studying the strateg...

Informácie o knihe

Autor

Uwe Lorenz

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2022

Stránok

184

EAN

9783031090295

Enbook ID

39236376

Vydavateľ

Springer, Berlin

Hmotnosť

458

Rozmery

155 x 235 x 17

Kompletný popis

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.

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Reinforcement Learning From Scratch

Understanding Current Approaches - with Examples in Java and Greenfoot

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež