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Re:FANN.js – Fast Artificial Neural Network Compiled with Em... by megalodon on Tuesday July 28, 2015 @11:34AM (#9962272)
Re:FANN.js – Fast Artificial Neural Network Compiled with Em... by SchizoDuckie on Tuesday July 28, 2015 @02:17PM (#9963482)
That's just an algorithm, a far stretch from a neural net playing 2048.

It has been done though: https://www.youtube.com/results?search_query=neural+net+2048

Still, it would be awesome to see a JS neural net playing a JS game