April 2019
Intermediate to advanced
212 pages
5h 34m
English
Content preview from Hands-On Q-Learning with Python
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Google's DeepMind and the future of Q-learning
DeepMind Technologies is an artificial intelligence research firm established in 2010 and is currently a subsidiary of Alphabet Inc., the parent company of Google.
One of DeepMind's most famous successes is AlphaGo, the RL Go-playing machine that beat the current world champion and became the subject of a documentary. Another DeepMind RL agent, AlphaZero, taught itself to play and win not only Go, but also chess and shogi.
All of these machines, like the algorithms we've designed, used RL algorithms with deep learning architectures and taught themselves to play by starting with trial and error, then learning to model the games they were playing as state-action functions.
In December 2013, the ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.