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On-line Learning of Wide-domain Spoken Dialogue Systems
Published on Jul 31, 20161143 Views
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
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Chapter list
On - line Learning of Wide - Domain Statistical Spoken Dialogue Systems00:00
Objectives01:36
Reinforcement Learning - 103:03
Reinforcement Learning - 203:38
Single Limited Domain Statistical SDS04:12
Extending to Wide Domains10:17
Multi-domain SDS11:03
Bayesian Committee Machine13:09
Bayesian Committee Machine Training Performance13:36
Training with Real Users16:09
On - line Reward Estimation17:37
On - line Reward and Policy Learning20:33
Conclusions21:04