图 书 馆
人机交互中的概率控制Probabilistic Control in Human Computer Interaction |
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| 课程网址: | http://videolectures.net/nipsworkshops09_murray_smith_pchci/ |
| 主讲教师: | Roderick Murray-Smith |
| 开课单位: | 格拉斯哥大学 |
| 开课时间: | 2010-01-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Continuous interaction with computers can be treated as a control problem subject to various sources of uncertainty. We present examples of interaction based on multiple noisy sensors (capacitive sensing, location- and bearing sensing and EEG), in domains which rely on inference about user intention, and where the use of particle filters can improve performance. We use the "H-metaphor" for automated, flexibly handover of level of autonomy in control, as a function of the certainty of control actions from the user, in an analogous fashion to 'loosening the reins' when horse-riding. Integration of the inference mechanisms with probabilistic feedback designs can have a significant effect on behaviour, and some examples are presented. (Joint work with John Williamson, Simon Rogers and Steven Strachan). |
| 关 键 词: | 传感器; 函数; 推理机制 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-07：lxf |
| 阅读次数: | 58 |