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6.825 人工智能技术(SMA 5504)

6.825 Techniques in Artificial Intelligence (SMA 5504)
课程网址: http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc...  
主讲教师: Tomás Lozano-Pérez ; Leslie Kaelbling
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:
6.825是一门研究生水平的人工智能入门课程。课程内容包括:一阶逻辑的表示与推理、现代确定性与决策理论的规划技术、基本监督学习方法、贝叶斯网络推理与学习。这门课程也是新加坡-麻省理工联盟(SMA)课程的一部分,课程编号为SMA 5504(人工智能技术)。
课程简介: 6.825 is a graduate-level introduction to artificial intelligence. Topics covered include: representation and inference in first-order logic, modern deterministic and decision-theoretic planning techniques, basic supervised learning methods, and Bayesian network inference and learning. This course was also taught as part of the Singapore-MIT Alliance (SMA) programme as course number SMA 5504 (Techniques in Artificial Intelligence).
关 键 词: 人工智能; 推理; 确定规划; 决策理论规划; 监督学习方法; 贝叶斯网络推理
课程来源: 麻省理工学院公开课
最后编审: 2018-06-11:cmh
阅读次数: 49