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计算认知科学

Computational Cognitive Science
课程网址: http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-66j-com...  
主讲教师: Joshua Tenenbaum
开课单位: 麻省理工学院
开课时间: 2004-01-01
课程语种: 英语
中文简介:
本课程介绍人类认知的计算理论。借鉴经典和当代人工智能的正式模型,学生将探索人类知识表示,归纳学习和推理的基本问题。我们对世界的了解有哪些形式?什么是归纳原则,使我们能够从先验知识与观测数据的相互作用中获取新知识?必须为人类学习者提供哪些类型的数据,以及他们必须具备哪种先天知识(如果有的话)?
课程简介: This course is an introduction to computational theories of human cognition. Drawing on formal models from classic and contemporary artificial intelligence, students will explore fundamental issues in human knowledge representation, inductive learning and reasoning. What are the forms that our knowledge of the world takes? What are the inductive principles that allow us to acquire new knowledge from the interaction of prior knowledge with observed data? What kinds of data must be available to human learners, and what kinds of innate knowledge (if any) must they have?
关 键 词: 计算理论导论; 古典人工智能; 当代人工智能
课程来源: 麻省理工学院公开课
最后编审: 2020-11-27:yumf
阅读次数: 116