图 书 馆
马尔可夫决策过程的在线规划乐观原则The optimistic principle for online planning in Markov decision processes |
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| 课程网址: | http://videolectures.net/onlinelearning2012_munos_optimistic_prin... |
| 主讲教师: | Rémi Munos |
| 开课单位: | 法国国家信息与自动化研究所 |
| 开课时间: | 2013-05-28 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Given an initial state, what is the best possible action that can be returned by a planning algorithm that is given a finite numerical budget (e.g. number of calls to a model of the state-transition and reward functions). We investigate optimistic strategies and provide regret bounds in terms of a new measure of the complexity of the planning problem. |
| 关 键 词: | 在线学习; 决策支持; 算法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-07-17：yumf |
| 阅读次数: | 85 |