广域口语对话系统的在线学习On-line Learning of Wide-domain Spoken Dialogue Systems |
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课程网址: | http://videolectures.net/interACT2016_young_spoken_dialogue/ |
主讲教师: | Steve Young |
开课单位: | 剑桥大学 |
开课时间: | 2016-07-31 |
课程语种: | 英语 |
中文简介: | 演讲的第一部分回顾了有限域统计SDS的一般结构,然后解释了如何使用贝叶斯委员会机器框架合并有限域系统集合。然后介绍了在线学习中的报酬估计问题,提出了一种基于高斯过程的报酬预测和对话策略联合估计的解决方案。 |
课程简介: | The first part of the talk reviews the general structure of limited domain statistical SDS and then explains how a collection of limited domain systems can be merged using the framework of Bayesian Committee Machines. The problem of reward estimation in on-line learning is then introduced and a solution based on the joint estimation of Gaussian Process based reward prediction and dialogue policy is presented. |
关 键 词: | 有限域统计; 机器框架合; 报酬预测和对话策略 |
课程来源: | 视频讲座网 |
数据采集: | 2021-12-02:zkj |
最后编审: | 2021-12-02:zkj |
阅读次数: | 46 |