September 2019
Intermediate to advanced
416 pages
13h 49m
English
book
Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence
by Jon Krohn, Grant Beyleveld, Aglaé Bassens
Content preview from Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence
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4. Game-Playing Machines
Alongside the generative adversarial networks introduced in Chapter 3, deep reinforcement learning has produced some of the most surprising artificial-neural-network advances, including the lion’s share of the headline-grabbing “artificial intelligence” breakthroughs of recent years. In this chapter, we introduce what reinforcement learning is as well as how its fusion with deep learning has enabled machines to meet or surpass human-level performance on a diverse range of complex challenges, including Atari video games, the board game Go, and subtle physical-manipulation tasks.
Deep Learning, AI, and Other Beasts
Earlier in this book, we introduced deep learning with respect to vision (Chapter 1), language (Chapter ...
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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.