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逆决策偏好的学习方法的评价Evaluating the inverse decision-making approach to preference learning |
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| 课程网址: | http://videolectures.net/nips2011_jern_preference/ |
| 主讲教师: | Alan Jern |
| 开课单位: | 卡内基梅隆大学 |
| 开课时间: | 2012-09-16 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Psychologists have recently begun to develop computational accounts of how people infer others' preferences from their behavior. The inverse decision-making approach proposes that people infer preferences by inverting a generative model of decision-making. Existing data sets, however, do not provide sufficient resolution to thoroughly evaluate this approach. We introduce a new preference learning task that provides a benchmark for evaluating computational accounts and use it to compare the inverse decision-making approach to a feature-based approach, which relies on a discriminative combination of decision features. Our data support the inverse decision-making approach to preference learning. |
| 关 键 词: | 逆决策方法; 偏好的学习任务; 反决策偏好 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-28：yumf |
| 阅读次数: | 86 |