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Reinforcement Learning From Scratch
- Understanding Current Approaches - with Examples in Java and Greenfoot
Engelsk
Bogcover for Reinforcement Learning From Scratch af Uwe Lorenz, 9783031090295
Specifikationer
Sprog:
Engelsk
Sider:
184
ISBN-13:
9783031090295
Indbinding:
Hardback
ISBN-10:
3031090292
Udg. Dato:
28 okt 2022
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
28 okt 2022
Forfatter(e):

Reinforcement Learning From Scratch

- Understanding Current Approaches - with Examples in Java and Greenfoot
Engelsk
Hardback 2022
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
184
ISBN-13:
9783031090295
Indbinding:
Hardback
ISBN-10:
3031090292
Udg. Dato:
28 okt 2022
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
28 okt 2022
Forfatter(e):
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