图 书 馆
9916: 人类认知的概率和因果关系9.916-A Probability and Causality in Human Cognition |
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| 课程网址: | http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-916-a-p... |
| 主讲教师: | 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: |  |
| 课程简介: | Probability theory captures a number of essential characteristics of human cognition, including aspects of perception, reasoning, belief revision, and learning. Expressions of degree of belief were used in language long before people began codifying the laws of probability theory. This course explores the history and debates over codifying the laws of probability, how probability theory applies to specific cognitive processes, how it relates to the human understanding of causality, and how new computational approaches to causal modeling provide a framework for understanding human probabilistic reasoning. This class is suitable for advanced undergraduates or graduate students specializing in cognitive science, artificial intelligence, and related fields. |
| 关 键 词: | 感知; 推理; 信念修正; 认知过程; 认知科学; 人工智能 |
| 课程来源: | 麻省理工学院公开课 |
| 最后编审: | 2018-05-27：cmh |
| 阅读次数: | 42 |