Deduction data generation and action scheme deduction system, method and device

An action plan and data generation technology, which is applied in the field of control systems, can solve problems such as too large search tree and insufficient efficiency of deduction and generation of action plans, and achieve the effects of reducing dimensionality, increasing deduction speed, and reducing size

Pending Publication Date: 2021-04-02
INST OF AUTOMATION CHINESE ACAD OF SCI
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In order to solve the above-mentioned problems in the prior art, that is, in order to solve the problem that the existing deduction method constructs a search tree that is too large and the efficiency of deriving and generating

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  • Deduction data generation and action scheme deduction system, method and device
  • Deduction data generation and action scheme deduction system, method and device
  • Deduction data generation and action scheme deduction system, method and device

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Embodiment Construction

[0057] The application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, not to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0058] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0059] The invention provides a deduction data generation and action plan deduction system. The system reduces the size of the search tree through the decision area, thereby making the problem easy to handle in calculation and greatly improving the deduction speed of the action plan....

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Abstract

The invention belongs to the field of control systems, and particularly relates to a deduction data generation and action scheme deduction system, method and device. The problems that an existing deduction method is too large in search tree construction and insufficient in action scheme deduction and generation efficiency can be solved. According to the method, an abstract chessboard is constructed based on scene space and environment rules, a reachable relation table is generated through preset maximum length limitation based on the current position of a task execution unit and the abstract chessboard, and a decision track is generated based on the reachable relation table. A main path task execution unit is selected to execute the main path and the abstract chessboard is updated based onthe decision track, a countering path is generated based on the updated abstract chessboard, the decision area construction unit is repeated to generate the countering path until a new countering path cannot be generated, and deduction is completed. A decision area is designed to replace search, the size of a search tree is reduced, a problem is easy to process in calculation, the dimensionalityof problem setting is reduced, and the deduction speed of an action scheme is increased.

Description

technical field [0001] The invention belongs to the field of control systems, and in particular relates to a deduction data generation and action plan deduction system, method and device. Background technique [0002] By constructing a hierarchical structure of a formal language, to express the state of the agent, the network of the system and the process of finding the winning strategy. This method is a method to establish a large-scale multi-agent system knowledge representation and reasoning mathematical model. Includes syntactic tools for multi-agent complex system knowledge representation and reasoning. This method has been developed to be a general method for certain kinds of complex systems. This method provides a powerful tool for reducing searches in different complex problems by decomposing complex systems into hierarchies of dynamically interacting subsystems. [0003] This fast derivation method greatly reduces the size of the search tree, thus making the prob...

Claims

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Application Information

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IPC IPC(8): G06N5/04G06N5/00
CPCG06N5/04G06N5/01
Inventor 范国梁董宗宽李大鹏
Owner INST OF AUTOMATION CHINESE ACAD OF SCI
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