Neural Program Synthesis with Priority Queue Training — mentioned by xkapastel

Wed, 20 Feb 2019 13:25:09 GMT

> I wonder what the result would look like if this were applied to source code. IMHO a probabilistic algorithm for code completion could turn out interesting. Neural program synthesis is similar to what you describe, here's a sample paper: > We consider the task of program synthesis in the presence of a reward function over the output of programs, where the goal is to find programs with maximal rewards. We employ an iterative optimization scheme, where we train an RNN on a dataset of K best programs from a priority queue of the generated programs so far. Then, we synthesize new programs and…

Paper and discussion history. A mention is not an endorsement.

Neural Program Synthesis with Priority Queue Training · HackerPapers discussions

Neural Program Synthesis with Priority Queue Training — mentioned by xkapastel