Method and device for determining agent processing, equipment and storage medium

A technology of intelligent body and multi-agent system, applied in the field of artificial intelligence, can solve the problem of inaccurate processing and achieve the effect of improving accuracy

Pending Publication Date: 2022-05-13
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In this way, the processing that the agent needs to perform in the environment is determined only based on the environmental characteristics with a small amount of information, which leads to the inaccurate determination of the processing that the agent needs to perform

Method used

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  • Method and device for determining agent processing, equipment and storage medium
  • Method and device for determining agent processing, equipment and storage medium
  • Method and device for determining agent processing, equipment and storage medium

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Embodiment Construction

[0073] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0074] The processing method for determining an agent provided in the embodiment of the present application belongs to the technical field of artificial intelligence. Among them, artificial intelligence (AI) is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. . In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial ...

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Abstract

The invention discloses a method and device for determining agent processing, equipment and a storage medium, and belongs to the technical field of artificial intelligence. The method comprises the steps of determining a first environment feature corresponding to a target agent every time a decision period is reached; acquiring a second environment feature corresponding to a neighbor agent of the target agent, wherein the neighbor agent is a preset agent communicating with the target agent in a multi-agent system; generating a target fusion environment feature based on the first environment feature and the second environment feature; and inputting the target fusion environment features into a strategy network to obtain target processing which needs to be executed by the target agent in the current decision period. By adopting the method and the device, the efficiency of the intelligent agent for determining the processing required to be executed in the decision period can be improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to a method, device, equipment and storage medium for determining the processing of an agent. Background technique [0002] A multi-agent system is composed of multiple agents, and each agent can cooperate with each other to complete a complex task. Each agent is in the same environment, each agent can observe its surrounding environment, and perform feature extraction on the observed environment to obtain corresponding environmental features. Each agent can calculate the obtained environment characteristics through the policy network to determine the processing that needs to be performed in each decision cycle. Wherein, the intelligent body can be an entity that makes independent decisions in a specified environment, and the entity can exist in the form of hardware, for example, it can be a drone, a robot, and the like. It may also exist in the form ...

Claims

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Application Information

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IPC IPC(8): G06N3/00G06K9/62
CPCG06N3/008G06F18/253
Inventor 陈淙靓赵沛霖许可
Owner TENCENT TECH (SHENZHEN) CO LTD
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