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.

翻译：我们提出了一个从整数序列中合成程序的自学方法。 我们的方法依赖于以学习的政策为指导的树搜索。 我们的系统在“ 整数序列的在线百科全书” 上测试。 它自己发现27987个序列的解决方案, 从基本操作者开始,没有人文培训的例子。