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A game level generation method, device, electronic equipment and storage medium

A level and generator technology, applied in the field of games, can solve the problems that it is difficult to control the GAN network to generate game levels with specific attributes, and it is difficult to meet the needs of game level generation, so as to achieve the effect of improving the efficiency of level generation

Active Publication Date: 2022-05-17
ZHEJIANG UNIV +1
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  • Claims
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AI Technical Summary

Problems solved by technology

Since hidden variables belong to noise data, it is possible to control the GAN network to output game levels with various contents, but it is difficult to control the GAN network to generate game levels with specific attributes based on noise data, and it is difficult to meet the level generation requirements of the game

Method used

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  • A game level generation method, device, electronic equipment and storage medium
  • A game level generation method, device, electronic equipment and storage medium
  • A game level generation method, device, electronic equipment and storage medium

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Embodiment Construction

[0034] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. the embodiment. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0035] For ease of understanding, figure 1A method of generating game levels in the related art is shown. In the initial state, a hidden variable (Latent Vactor) can be searched from the latent variable space, input the hidden variable into the pre-trained generator (Traned Generator), output the generated game levels (Generate levels), and simulate Operate the game level (simulations of game)...

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Abstract

The present invention provides a game level generation method, device, electronic equipment and storage medium, wherein the method includes: determining the target hidden variable and the level attribute of the target level to be generated; inputting the target hidden variable and the level attribute into the pre-set In the level generation model that has been trained, the output result is obtained; among them, the level attribute is used to: control the output result of the level generation model to match the level attribute; generate the target level based on the output result. The level attributes in this method are used to control the output results of the level generation model to match the level attributes, so game levels with specific attributes can be obtained without searching for corresponding levels, which improves the level generation efficiency and can be Meet the generation needs of various levels of the game.

Description

technical field [0001] The present invention relates to the technical field of games, in particular to a game level generation method, device, electronic equipment and storage medium. Background technique [0002] A large number of game levels are set in some games, and the content of each game level is different, and the game levels also have attributes such as specific level types and arrangements. Game levels are usually manually designed and tested by game planners, and then the game levels are adjusted based on the test results. Therefore, it takes a lot of time to generate a game level. In order to automatically generate game levels, in related technologies, hidden variables can be searched from the hidden variable space, and then the hidden variables can be input into the trained GAN network to output game levels. Since hidden variables belong to noise data, it is possible to control the GAN network to output game levels with various contents, but it is difficult to ...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): A63F13/60G06F16/903
CPCA63F13/60G06F16/903
Inventor 胡志鹏陈裕陈赢峰范长杰卜佳俊
Owner ZHEJIANG UNIV
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