澄清人工智能的误解、神话和理想状态
A clarification of misconceptions, myths and desired status of artificial intelligence
摘要:
人工智能(AI)领域成立于65年前。从伟大的希望和雄心勃勃的目标开始,该领域经历了不同的流行阶段,最近以深度神经网络的形式复兴。人工智能的一些问题是,到目前为止,“智能”和人工智能的目标都没有正式定义,这在将人工智能与其他领域进行比较时造成了混乱。在本文中,我们提出了一个关于人工智能与机器学习和统计的理想和现状的观点,并澄清了常见的误解和神话。我们的讨论旨在揭开围绕人工智能的神秘面纱,以看到它的真实面貌。
英文摘要:
The field artificial intelligence (AI) has been founded over 65 years ago. Starting with great hopes and ambitious goals the field progressed though various stages of popularity and received recently a revival in the form of deep neural networks. Some problems of AI are that so far neither 'intelligence' nor the goals of AI are formally defined causing confusion when comparing AI to other fields. In this paper, we present a perspective on the desired and current status of AI in relation to machine learning and statistics and clarify common misconceptions and myths. Our discussion is intended to uncurtain the veil of vagueness surrounding AI to see its true countenance.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。