图 书 馆
知道它所知道的：一种自觉的学习框架Knows What It Knows: A Framework For Self-Aware Learning |
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| 课程网址: | http://videolectures.net/icml08_li_kwik/ |
| 主讲教师: | Lihong Li |
| 开课单位: | 微软公司 |
| 开课时间: | 2008-07-24 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We introduce a learning framework that combines elements of the well-known PAC and mistake-bound models. The KWIK (knows what it knows) framework was designed particularly for its utility in learning settings where active exploration can impact the training examples the learner is exposed to, as is true in reinforcement-learning and active-learning problems. We catalog several KWIK-learnable classes and list some open problems in this area. |
| 关 键 词: | PAC; 错误绑定模型; 学习框架 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-08：wuyq |
| 阅读次数: | 51 |