May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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AI is based on mathematical theories that are not new
Artificial intelligence theory presently relies heavily on applied mathematics. In Chapter 1, Become an Adaptive Thinker, the Markov Decision Process (MDP) was described. Google Brain has proudly and rightly so won some competitions using the MDP combined with neural networks.
However, Andrey Andreyevich Markov was a Russian mathematician born in 1856 who invented the MDP among other functions. Richard Bellman published an enhanced version of the Markov Decision Process in 1957.
Bellman also coined the expression "curse of dimensionality" and published books on mathematical tools widely used today in AI. It is now well known that dimensionality reduction can be performed to avoid facing ...
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