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Jun, 2021
能否学习算法?使用循环网络从易到难问题进行泛化
Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks
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Avi Schwarzschild, Eitan Borgnia, Arjun Gupta, Furong Huang, Uzi Vishkin...
TL;DR
本文讨论了深度神经网络在视觉模式识别方面的强大能力,但在推理任务中仍然表现不足,引入了使用循环神经网络解决问题的算法,并通过前缀和计算,迷宫和棋类游戏等问题进行了实验研究。
Abstract
deep neural networks
are powerful machines for visual pattern recognition, but
reasoning tasks
that are easy for humans may still be difficult for neural models. Humans possess the ability to extrapolate reasonin
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