图 书 馆
乐观的许多面孔：一个统一的方法The Many Faces of Optimism: a Unifying Approach |
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| 课程网址: | http://videolectures.net/icml08_szita_mfo/ |
| 主讲教师: | Istvan Szita |
| 开课单位: | 洛夫大学 |
| 开课时间: | 2008-08-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The exploration-exploitation dilemma has been an intriguing and unsolved problem within the framework of reinforcement learning. Optimism in the face of uncertainty and model building play central roles in advanced exploration methods. Here, we integrate several concepts and obtain a fast and simple algorithm. We show that the proposed algorithm finds a near-optimal policy in polynomial time, and give experimental evidence that it is robust and efficient compared to its ascendants. |
| 关 键 词: | 机器学习; 强化学习; 勘探开发困境 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-11-13：yumf |
| 阅读次数: | 61 |