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常识性推理Common Sense Reasoning |
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| 课程网址: | http://ocw.upm.es/ciencia-de-la-computacion-e-inteligencia-artifi... |
| 主讲教师: | 信息不详。欢迎您在右侧留言补充。 |
| 开课单位: | 马德里理工大学 |
| 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: | Commonsense Reasoning, as a field of Artificial Intelligence, aims to provide solutions for the simulation of forms of reasoning that people naturally do in order to solve problems in real world scenarios, which typically have been difficult to tackle with techniques based on traditional mathematical approaches. In particular, in this field there have been proposed forms of knowledge representation and inference mechanisms in order to simulate, among others, default reasoning, spatial reasoning, temporal reasoning, reasoning about the physical world, etc. To formalize models of commonsense reasoning, approaches based on logic, considering extensions of classical logic, as well as other types of approaches, such as qualitative physics models, probabilistic models, etc., have been used. In recent years, this area has also been enriched with the availability of commonsense knowledge bases. In the course, the first part describes foundations about knowledge representation, modeling and reasoning. Then, the second part describes the current lines of research in common sense reasoning. |
| 关 键 词: | 人工智能; 空间推理; 时序推理 |
| 课程来源: | 信息不详。欢迎您在右侧留言补充。 |
| 最后编审: | 2020-05-23：杨雨(课程编辑志愿者) |
| 阅读次数: | 71 |