图 书 馆
时间差网络的在线发现On-line Discovery of Temporal-Difference Networks |
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| 课程网址: | http://videolectures.net/icml08_makino_odt/ |
| 主讲教师: | Takaki Makino |
| 开课单位: | 东京大学 |
| 开课时间: | 2008-08-04 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We present an algorithm for on-line, incremental discovery of temporal-difference (TD) networks. The key contribution is the establishment of three criteria to expand a node in TD network: a node is expanded when the node is well-known, independent, and has a prediction error that requires further explanation. Since none of these criteria requires centralized calculation operations, they are easily computed in a parallel and distributed manner, and scalable for bigger problems compared to other discovery methods of predictive state representations. Through computer experiments, we demonstrate the empirical effectiveness of our algorithm. |
| 关 键 词: | 预测误差; 计算机实验; 时间差网络 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-19：lxf |
| 阅读次数: | 55 |