A Knowledge-Enhanced Hierarchical Reinforcement Learning-Based Dialogue System for Automatic Disease Diagnosis

A Knowledge-Enhanced Hierarchical Reinforcement Learning-Based Dialogue System for Automatic Disease Diagnosis

Deep Reinforcement Learning is a key technology for the diagnosis-oriented medical dialogue system, determining the type of disease according to the patient’s utterances. The existing dialogue models for disease diagnosis cannot achieve good performance due to the large number of symptoms and diseas...

Full description

Bibliographic Details
Main Authors: Ying Zhu, Yameng Li, Yuan Cui, Tianbao Zhang, Daling Wang, Yifei Zhang, Shi Feng
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Electronics
Subjects:
automatic disease diagnosis
medical dialogue system
hierarchical reinforcement learning
deep Q network
medical knowledge graph
Online Access:https://www.mdpi.com/2079-9292/12/24/4896

Internet

https://www.mdpi.com/2079-9292/12/24/4896

Similar Items