6.825 人工智能技术(SMA 5504)6.825 Techniques in Artificial Intelligence (SMA 5504) |
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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 |