图 书 馆
探索性学习Learning through Exploration |
|
| 课程网址: | http://videolectures.net/kdd2010_beygelzimer_langford_lte/ |
| 主讲教师: | John Langford, Alina Beygelzimer |
| 开课单位: | IBM公司 |
| 开课时间: | 2010-10-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This tutorial is about learning through exploration. The goal is to learn how to make decisions in partial feedback settings where an agent repeatedly observes some information, chooses an action, and then learns how this action paid off (but doesn't get to see how other actions would have paid off). We plan to cover all aspects of this general problem: learning, evaluation, limitations of ability to learn in this setting, and the relationship to traditional supervised learning. |
| 关 键 词: | 探索学习; 反馈设置; 决策 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-04-30：chenxin |
| 阅读次数: | 49 |