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A sample data processing method and data processing device

A technology of sample data and incentive data, applied in the computer field, can solve the problems of high labor cost and low work efficiency, and achieve the effect of saving labor cost, improving efficiency and effectiveness, and realizing automatic labeling

Active Publication Date: 2022-04-15
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] At present, the method of manual labeling is usually used to label the sample data. However, since machine learning requires a large amount of sample data, the manual labeling method has high labor costs and low work efficiency.

Method used

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  • A sample data processing method and data processing device
  • A sample data processing method and data processing device
  • A sample data processing method and data processing device

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Experimental program
Comparison scheme
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Embodiment Construction

[0035] The embodiment of the present application provides a sample data processing and data processing device, which are used to save labor costs, provide more learning samples for machine learning, and improve the efficiency and effectiveness of machine learning.

[0036] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having", as well as any variations thereof, are intended to cover a non-exclusive inclusion, for example, a process, method, system, product or device comprising a sequence of steps or elements is not...

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Abstract

The embodiment of the present application discloses a sample data processing method and a data processing device, which are used to save labor costs, provide more learning samples for machine learning, and improve the efficiency and effectiveness of machine learning. The embodiment of the present application provides the following technical solutions: acquire sample data, the sample data is generated by the terminal recording the application scene interface of the terminal; acquire the state information of the virtual object in the sample data; determine the sample according to the state information The data label of the data, and determine the incentive data corresponding to the sample data according to the state information, the data label is used to indicate the action strategy corresponding to the sample data; combine the data label and the incentive data with the The sample data is stored correspondingly to generate label sample data.

Description

technical field [0001] The present application relates to the field of computers, in particular to a sample data processing method and a data processing device. Background technique [0002] With the development of the game industry, multiplayer online battle arena (MOBA) games are becoming more and more popular, and in games, there is usually a mode of man-machine battle, that is, the use of artificial intelligence (Artificial Intelligence) in the game Intelligence, AI) competes with players. [0003] The training process of game AI requires a large amount of sample data, and classification training is performed according to different sample data (that is, labeling the sample data to mark the type of sample data, and then performing classification training according to different types). [0004] At present, the method of manual labeling is usually used to label the sample data. However, since machine learning requires a large amount of sample data, the method of manual lab...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/08G06K9/62G06V10/774A63F13/79A63F13/497
CPCA63F13/497A63F13/79G06N3/08G06F18/214
Inventor 周大军荆彦青张力柯
Owner TENCENT TECH (SHENZHEN) CO LTD