July 2020
Intermediate to advanced
852 pages
25h 44m
German
book
Praxiseinstieg Machine Learning mit Scikit-Learn, Keras und TensorFlow, 2nd Edition
by Aurélien Géron
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KAPITEL 18
Reinforcement Learning
Reinforcement Learning (RL) ist heute eines der aufregendsten Teilgebiete im Machine Learning und gleichzeitig eines der ältesten. Es existiert seit den 1950ern und hat im Laufe der Jahre viele interessante Anwendungen hervorgebracht,1 insbesondere bei Spielen (z.B. TD-Gammon, ein Backgammon-Programm) und der Maschinensteuerung. Es gelangt jedoch nur selten in die Schlagzeilen. Aber im Jahr 2013 fand eine kleine Revolution statt, als Forscher aus einem englischen Start-up namens DeepMind ein System (https://homl.info/dqn) vorführten, das jedes Atari-Spiel von null auf erlernen konnte2 und irgendwann Menschen überlegen war (https://homl.info/dqn2).3 In den meisten Spielen bestand die Eingabe nur aus Pixeldaten, ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.