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Task distribution method, device, electronic device and readable storage medium

A task and task list technology, applied in the field of artificial intelligence, can solve problems such as error-prone reliability, low task processing efficiency, and low efficiency, so as to achieve the effect of maximizing overall revenue and improving processing efficiency and reliability

Active Publication Date: 2021-11-12
KE COM (BEIJING) TECHNOLOGY CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention provides a task delivery method, device, electronic equipment and readable storage medium, which are used to solve the problems of low task processing efficiency, error-prone and low reliability existing in the prior art, and realize effective improvement of task processing efficiency and reliability goals

Method used

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  • Task distribution method, device, electronic device and readable storage medium
  • Task distribution method, device, electronic device and readable storage medium
  • Task distribution method, device, electronic device and readable storage medium

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Embodiment Construction

[0076]In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0077] Aiming at the problems of low efficiency, error-prone and low reliability of the prior art task processing, the present invention fits the reinforcement learning scene by effectively defining the agent’s state and income, and makes the income and state dynamic by discretizing the continuous time Linked together, the processing capability of the broker can be taken into account, so ...

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PUM

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Abstract

The present invention provides a task delivery method, device, electronic equipment, and readable storage medium, wherein the method includes: obtaining a list of tasks to be delivered by a target assistant, and each task to be delivered in the list of tasks to be delivered is associated with a Alternative processor list: Determine the dynamic environment based on the processors associated with the candidate processor list, and based on the dynamic environment, use the Markov decision model to determine the target tasks in the task list to be issued to The target processor; wherein, the Markov decision model is obtained by determining the state space and income of the associated processor, and by discretizing the overall decision time to fit the reinforcement learning scenario. The invention fits the intensive learning scene by effectively defining the state and income of the processor, and dynamically associates the income and the state by discretizing the continuous time, which can take into account the processing ability of the processor, thereby effectively improving the task processing efficiency and reliability to maximize overall revenue.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a task delivery method, device, electronic equipment and readable storage medium. Background technique [0002] At present, when assigning tasks to brokers, they are all assigned in isolation. For example, when different assistants issue tasks to the agent, they all issue tasks to the agent independently. [0003] However, when using the above processing method to issue tasks, it may happen that multiple assistants issue tasks to the same agent, or even issue tasks to the same agent at the same time. However, brokers often have limited energy and are usually unable to handle multiple tasks at the same time, which will affect the processing efficiency of tasks, and are more prone to errors and lower reliability. Contents of the invention [0004] The present invention provides a task delivery method, device, electronic equipment, and readable storage me...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/00G06Q10/04G06Q10/06G06K9/62G06F30/27G06N7/00G06F111/04G06F111/08G06F119/12
CPCG06Q10/04G06Q10/063114G06F30/27G06F2111/04G06F2111/08G06F2119/12G06N7/01G06F18/213G06F18/295G06F18/214
Inventor 冯伟武晓飞王文彬
Owner KE COM (BEIJING) TECHNOLOGY CO LTD
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