Unlock instant, AI-driven research and patent intelligence for your innovation.

KRFPV algorithm, execution device, electronic equipment, storage medium and neural network

A KR-FPV-UCT, neural network technology, applied in the field of algorithms, can solve the problem of increasing the similarity estimation error, and achieve the effect of reducing the estimation error

Pending Publication Date: 2021-05-25
JIHUA LAB
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But in the high-dimensional action space, since two actions with similar distances are not necessarily similar, and the similarity between the two actions is constantly changing in different states, the immutable kernel function has no effect on the similarity between different actions. The estimation error becomes larger

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
  • KRFPV algorithm, execution device, electronic equipment, storage medium and neural network
  • KRFPV algorithm, execution device, electronic equipment, storage medium and neural network
  • KRFPV algorithm, execution device, electronic equipment, storage medium and neural network

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0059] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only some of the embodiments of the present application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without making creative efforts belong to the scope of protection of the present application.

[0060] It should ...

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 provides a KRFPV algorithm, an execution device, electronic equipment, a storage medium and a neural network, and the key points of the technical scheme are that a value network module, a strategy network module, a feature network module and KR-FPV-UCT are fused together to obtain a final KRFPV algorithm, and the feature network module is added on the basis of the KRPV algorithm to reduce similarity evaluation errors. The KRFPV algorithm, the execution device, the electronic equipment, the storage medium and the neural network provided by the invention have the advantages of performing action planning on the intelligent agent and reducing an evaluation error of similarity between different actions at the same time.

Description

technical field [0001] The present application relates to the field of algorithm technology, in particular, to a KRFPV algorithm, execution device, electronic equipment, storage medium and neural network. Background technique [0002] The real world is a four-dimensional continuous space, and most scenarios involve high-dimensional continuous action planning. For example, the human body is powered by hundreds of muscles, and the brain needs to figure out the best way to drive those muscles in order to accomplish a basic task; The best way to drive these people to accomplish a certain goal. Action planning tasks in high-dimensional continuous action spaces are so common in life, so solving action planning tasks in high-dimensional continuous action spaces has very important practical significance. The action planning task in the high-dimensional continuous action space involves the process of the agent performing simulation in the brain according to the existing environment...

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): G06N3/04G06N3/08
CPCG06N3/04G06N3/08
Inventor 李伟刘天星许挣甘中学张立华
Owner JIHUA LAB