图 书 馆
决策支持的多目标马尔可夫决策过程Multi-Objective Markov Decision Processes for Decision Support |
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| 课程网址: | http://videolectures.net/rldm2015_lizotte_decision_support/ |
| 主讲教师: | Dan Lizotte |
| 开课单位: | 加拿大西安大略大学 |
| 开课时间: | 2015-07-28 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We present a new data analysis framework, Multi-Objective Markov Decision Processes for Decision Support, for developing sequential decision support systems. The framework extends the MultiObjective Markov Decision Process with the ability to provide support that is tailored to different decisionmakers with different preferences about which objectives are most important to them. We present an extension of fitted-Q iteration for multiple objectives that can compute recommended actions in this context; in doing so we identify and address several conceptual and computational challenges. Finally, we demonstrate how our model could be applied to provide decision support for choosing treatments for schizophrenia using data from the Clinical Antipsychotic Trials of Intervention Effectiveness. |
| 关 键 词: | 数据分析框架; 多目标马尔可夫决策; 顺序决策支持系统 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2021-11-28：zkj |
| 最后编审: | 2021-11-28：zkj |
| 阅读次数: | 156 |