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9.66j / 9.660j / 6.804j计算认知科学

9.66J / 9.660J / 6.804J Computational Cognitive Science
课程网址: http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-66j-com...  
主讲教师: Prof. Joshua Tenenbaum
开课单位: 麻省理工学院
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
本课程是人类认知计算理论的导论。从经典人工智能和当代人工智能的形式模型中,学生将探索人类知识表示、归纳学习和推理的基本问题。我们对世界的认识有哪些形式?什么是归纳原理使我们能够从先验知识与观测数据的相互作用中获得新的知识?人类学习者必须掌握什么样的数据,他们必须具备什么样的先天知识(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; 人类认知; 人工智能; 人类知识的表示; 归纳学习; 归纳推理; 良知; 机器学习; 认知科学; 计算认知科学
课程来源: 麻省理工学院公开课
最后编审: 2017-12-03:cmh
阅读次数: 49