论文标题
从头开始学习整数序列的学习程序合成
Learning Program Synthesis for Integer Sequences from Scratch
论文作者
论文摘要
我们提出了一种从整数序列合成程序的自学方法。我们的方法依赖于以博学的政策为指导的树搜索。我们的系统已在整数序列的在线百科全书上进行了测试。它本身就发现了27987个序列的解决方案，从基本运营商开始，没有人工编写的训练示例。
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.
