Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Artificial intelligence-based resource combination and optimization method and device and storage medium

A technology of artificial intelligence and combination optimization, applied in the direction of instruments, computing models, data processing applications, etc., can solve the problems of reducing the income of resource combination, resource combination is not the optimal resource combination, etc., to achieve the effect of improving income and ensuring optimal

Pending Publication Date: 2017-09-15
BEIJING BAIDU NETCOM SCI & TECH CO LTD
View PDF9 Cites 13 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] However, this method has certain problems in practical applications, such as: after obtaining the resource scores of each candidate resource, the candidate resources are screened based on manually set rules to obtain the resource combination displayed to the user, and this The rules are only optimal under artificial experience, not optimal in the true sense, so that the resource combination displayed to the user is not the optimal resource combination, which in turn reduces the income of resource combination

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Artificial intelligence-based resource combination and optimization method and device and storage medium
  • Artificial intelligence-based resource combination and optimization method and device and storage medium
  • Artificial intelligence-based resource combination and optimization method and device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0026] In order to make the technical solution of the present invention more clear and understandable, the solution of the present invention will be further described in detail below with reference to the accompanying drawings and examples.

[0027] figure 1 It is a flowchart of an embodiment of an artificial intelligence-based resource combination optimization method according to the present invention, such as figure 1 As shown, including the following specific implementation methods:

[0028] In 101, the training strategy model based on reinforcement learning thought;

[0029] In 102, when it is necessary to generate a resource combination, obtain resource scores of each candidate resource;

[0030] In 103, M candidate resources are selected from each candidate resource to form a resource combination according to the resource score and the policy model of each candidate resource, where M is a positive integer greater than one.

[0031] It can be seen that the implementati...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses an artificial intelligence-based resource combination and optimization method and device and a storage medium. The method comprises the following steps of: carrying out training to obtain a reinforced learning thought-based strategy model; when a resource combination needs to be generated, respectively obtaining a resource score of each candidate resource; and selecting M candidate resources from the candidate resources according to the resource score of each candidate resource and the strategy model so as to form the resource combination, wherein M is a positive integer greater than 1. By applying the method, the gain of the resource combination can be enhanced.

Description

【Technical field】 [0001] The invention relates to computer application technology, in particular to an artificial intelligence-based resource combination optimization method, device and storage medium. 【Background technique】 [0002] Artificial Intelligence (Artificial Intelligence), the English abbreviation is AI. It is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can respond in a manner similar to human intelligence. Research in this field includes robotics, language recognition, image recognition, natural language processing and expert systems, etc. [0003] In scenarios such as feed flow and search products, resource combination optimization is a very common and important problem. [0004] For exa...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06N99/00
CPCG06N20/00G06Q10/04
Inventor 吴泽衡王凡方晓敏何径舟周古月温佩怡
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com