Dialogue automatic reply system based on deep learning and reinforcement learning
A technology of reinforcement learning and dialogue system, applied in speech analysis, speech recognition, instruments, etc., can solve problems such as inability to realize intelligent chat
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Embodiment 1
[0044] figure 1 Shows a schematic diagram of an automatic reply dialogue system 10 based on deep learning and reinforcement learning provided by the first embodiment of the present invention, such as figure 1 As shown, the first embodiment provides an automatic reply dialogue system 10 based on deep learning and reinforcement learning, including:
[0045] The user interaction module 101 is used to receive question information input by the user in the dialogue system interface;
[0046] The session management module 102 is used to record the user's activity state, the activity state includes historical dialogue information, user position change information, and user mood change information;
[0047] The user analysis module 103 is used to analyze the user's registration information and activity status, make a portrait for the user, and obtain user portrait information. The user portrait information is used to describe the personality characteristics of the user, and the user's registra...
Embodiment 2
[0099] The present invention is an automatic reply dialogue system 10 based on deep learning and reinforcement learning, combined with the user’s dialogue content on the system interface, specifically introduces the system process of the present invention;
[0100] User: Hello!
[0101] System: Good afternoon, how can I help you?
[0102] User: My computer does not display after booting.
[0103] System: Sorry for you. Are you using Windows operating system?
[0104] User: No, Linux system.
[0105] System: Is there any error message?
[0106] The user conducts a man-machine dialogue in the system interface, and enters the text information of the user dialogue, such as "hello". The system first converts the "hello" code into a word vector to facilitate the computer to calculate, and then for simple hello information, the system According to the preset mode, the corresponding answer will be given, such as "Good afternoon, how can I help you?" or "Good afternoon, what can I do?", and then...
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