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Author Topic: AI Is Learning to Write Code by Itself  (Read 622 times)

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AI Is Learning to Write Code by Itself
« on: March 15, 2017, 01:57:23 AM »

AI Is Learning to Write Code by Itself


Microsoft's AI Is Learning to Write Code by Itself: http://cacm.acm.org/news/214260-microsofts-ai-is-learning-to-write-code-by-itself-not-steal-it/fulltext.
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Re: AI Is Learning to Write Code by Itself
« Reply #1 on: March 15, 2017, 02:09:52 AM »
 Something more -- one more useful link about it: https://openreview.net/pdf?id=ByldLrqlx.

Quote
D
EEP
C
ODER
: L
EARNING  TO
W
RITE
P
ROGRAMS
Matej Balog

Department of Engineering
University of Cambridge
Alexander L. Gaunt, Marc Brockschmidt,
Sebastian Nowozin, Daniel Tarlow
Microsoft Research
A
BSTRACT
We develop a first line of attack for solving programming competition-style prob-
lems from input-output examples using deep learning. The approach is to train a
neural network to predict properties of the program that generated the outputs from
the inputs. We use the neural network’s predictions to augment search techniques
from the programming languages community, including enumerative search and
an SMT-based solver. Empirically, we show that our approach leads to an order
of magnitude speedup over the strong non-augmented baselines and a Recurrent
Neural Network approach, and that we are able to solve problems of difficulty
comparable to the simplest problems on programming competition websites.
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Re: AI Is Learning to Write Code by Itself
« Reply #2 on: October 15, 2020, 05:47:43 PM »
quite interesting article
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