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Mechanical mechanism control method and device and electronic equipment

A technology of a mechanical mechanism and a control method, which is applied in the field of computer-readable storage media and mechanical mechanism control, can solve the problems of low execution efficiency and poor real-time performance of the mechanical mechanism control mode, and improve training efficiency and accuracy of action execution. The effect of less dependence and fast convergence

Active Publication Date: 2019-02-19
BEIJING HORIZON ROBOTICS TECH RES & DEV CO LTD
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Problems solved by technology

[0004] In view of this, the embodiments of the present invention provide a mechanical mechanism control method, device, electronic equipment, computer program product, and computer-readable storage medium, which solve the problem of low execution efficiency and poor real-time performance of the mechanical mechanism control method in the prior art. The problem

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  • Mechanical mechanism control method and device and electronic equipment
  • Mechanical mechanism control method and device and electronic equipment
  • Mechanical mechanism control method and device and electronic equipment

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Embodiment Construction

[0023] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0024] Application overview

[0025] In order to solve the above problems of low execution efficiency and poor real-time performance, a method of controlling the mechanical mechanism based on reinforcement learning can be adopted. However, this mechanism control method relies on a reinforcement learning model for end-to-end control. When the state quantity is input to the reinforcement learning model, the reinforcement model directly outputs the co...

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Abstract

The invention discloses a mechanical mechanism control method and device, electronic equipment, a computer program product and a computer readable storage medium, and solves the problems that in the prior art, for a control method of a mechanical mechanism, the execution efficiency is low and the real-time performance is poor. The control method of the mechanical mechanism comprises the followingsteps that target state parameters of the mechanical mechanism are acquired; control information of a driving assembly of the mechanical mechanism is acquired according to the target state parameters;and the driving assembly is controlled to execute the corresponding mechanical action according to the control information, so that the mechanical mechanism reaches a target state corresponding to the target state parameters, wherein the acquisition process of the target state parameters is realized based on a first enhanced learning model, and the target state parameters are obtained according to the first enhanced learning model, and / or the acquisition process of the control information is realized by inputting the target state parameters into a second enhanced learning model.

Description

technical field [0001] The present invention relates to the technical field of mechanical control, in particular to a mechanical mechanism control method, device, electronic equipment, computer program product and computer-readable storage medium. Background technique [0002] With the continuous development of computer technology and precision manufacturing technology, the control technology of mechanical mechanism is widely used in the field of industrial production. How to enable mechanical mechanisms to perform more complex tasks more intelligently and efficiently has become a research hotspot in mechanical control technology. [0003] Traditional methods of mechanical mechanism control rely on complete manual programming. Taking the end effector of the mechanical mechanism to reach a specific target coordinate as an example, it is necessary to establish an algorithmic function between the control variable of the drive mechanism of the end effector and the coordinate va...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): B25J9/16
CPCB25J9/1602B25J9/163
Inventor 李江涛
Owner BEIJING HORIZON ROBOTICS TECH RES & DEV CO LTD
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