AI 导读
符号学习如果实现得当,在各方面都与深度学习并行、可 1:1 类比,只是表示基底不同,相应地学习机制也不同。 目标相同,一般原则相同。表示不同。但它们最终可能会收敛。
正文
Symbolic learning, correctly implemented, is in every way parallel to deep learning and comparable to it 1:1, but with a different representation substrate, and accordingly with a different learning mechanism.
The goals are the same, the general principles are the same. The representations differ. But they may end up converging eventually.
来源:@fchollet · x.com