arXiv
Open Access
2022
Learning Program Synthesis for Integer Sequences from Scratch
Thibault Gauthier
Josef Urban
Abstrak
We present a self-learning approach for synthesizing programs from integer sequences. Our method relies on a tree search guided by a learned policy. Our system is tested on the On-Line Encyclopedia of Integer Sequences. There, it discovers, on its own, solutions for 27987 sequences starting from basic operators and without human-written training examples.
Penulis (2)
T
Thibault Gauthier
J
Josef Urban
Akses Cepat
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- Tahun Terbit
- 2022
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