论文标题
Feynman关于人工智能和机器学习,更新
Feynman on Artificial Intelligence and Machine Learning, with Updates
论文作者
论文摘要
我介绍了理查德·费曼(Richard Feynman)1980年代中期对人工智能和神经网络的兴趣,这是基于当时与物理相关的方法的技术背景。从那时起,我试图根据该领域的重大进步来评估他的想法,反之亦然。我认为,Feynman利益的某些方面在很大程度上取得了成就,而其他方面仍然令人兴奋,尤其是在计算科学中,可能包括其中的符号方法的复兴。
I present my recollections of Richard Feynman's mid-1980s interest in artificial intelligence and neural networks, set in the technical context of the physics-related approaches to neural networks of that time. I attempt to evaluate his ideas in the light of the substantial advances in the field since then, and vice versa. There are aspects of Feynman's interests that I think have been largely achieved and others that remain excitingly open, notably in computational science, and potentially including the revival of symbolic methods therein.