文章 2017-09-04 来自:开发者社区

《中国人工智能学会通讯》——4.40 什么是类人概念学习?

4.40 什么是类人概念学习? 事实上,在深度学习火热之前,人工神经网络也曾热闹了一番。在 20 世纪 80 年代末期,用于人工神经网络的反向传播算法(也称Back Propagation算法,或者 BP 算法)的发明,也曾掀起了基于统计模型的机器学习热潮。当初人们希望利用 BP 算法可以让一个人工神经网络模型从大量训练样本中学习统计规律,从而对未知事件进行预测。但是实际上 BP 算法距离这个目....

文章 2017-09-04 来自:开发者社区

《中国人工智能学会通讯》——4.38 漫谈小样本的类人概念学习与大数据的深度强化学习

4.38 漫谈小样本的类人概念学习与大数据的深度强化学习 Artificial Intelligence,人工智能,最近非常火热的话题,也算是人类最美好的梦想之一。但是非常可惜,即便 AlphaGO 已经成功挑战了人类智力游戏的最后的一块高地——围棋,到目前为止仍然还没有看到人工智能产生“自我”意识的希望;也就说,人工智能至少现在阶段还无法超越人类智慧,即便在学习和识别方面,人工智能和人类相比还....

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