BriefGPT.xyz
Feb, 2022
面向任务导向的对话策略学习中强化学习方法的最新进展和挑战综述
A Survey on Recent Advances and Challenges in Reinforcement LearningMethods for Task-Oriented Dialogue Policy Learning
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Wai-Chung Kwan, Hongru Wang, Huimin Wang, Kam-Fai Wong
TL;DR
本文综述了基于强化学习的对话策略学习中的最新进展和挑战，并将近期方法归类为强化学习的基本元素，以期为未来的对话管理研究提供一些启示。
Abstract
dialogue policy learning
is a key component in a
task-oriented dialogue system
(TDS) that decides the next action of the system given the dialogue state at each turn.
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