BriefGPT.xyz
Jun, 2016
持续学习神经对话管理
Continuously Learning Neural Dialogue Management
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Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Stefan Ultes...
TL;DR
提出了一种基于神经网络框架的分层学习方法，通过监督学习和强化学习相结合，实现了对话管理任务中的有效性以及在高噪声的情况下提高性能。
Abstract
We describe a two-step approach for
dialogue management
in task-oriented spoken dialogue systems. A unified
neural network framework
is proposed to enable the system to first learn by supervision from a set of di
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