BriefGPT.xyz
Nov, 2017
基于深度强化学习的任务导向对话模型端到端优化
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
HTML
PDF
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah, Larry Heck
TL;DR
介绍了一种基于神经网络的任务导向对话系统,可以使用深度强化学习进行端到端优化,可跟踪对话状态,与知识库交互,并将查询结果整合到代理人的响应中,以成功完成任务导向对话。
Abstract
In this paper, we present a
neural network
based
task-oriented dialogue system
that can be optimized end-to-end with
deep reinforcement learning<
→