A game map balance test method, device, equipment and storage medium

Abstract

The present invention relates to the field of game technology, in particular to a game map balance testing method, device, equipment and storage medium. The method includes: obtaining a target game map to be tested for balance; obtaining a collection of artificial intelligence entities, the artificial intelligence The artificial intelligence in the body collection points to different decision-making models, and the different decision-making models are determined based on different neural network models and / or different activation functions for machine learning training; using the artificial intelligence in the artificial intelligence collection Simulate the game player to use the target game map to play; obtain the game data of the artificial agent using the target game map; generate the revenue heat map of the target game map according to the game data; The heat map is analyzed to determine the balance of the target game map. The game map balance testing method of the invention can shorten the development and verification cycle of the game map.

Description

technical field [0001] The invention relates to the technical field of games, in particular to a game map balance testing method, device, equipment and storage medium. Background technique [0002] With the rapid development of network technology, online games are becoming more and more popular, especially first-person shooter games (First-Person Shooter Game, FPS), which are popular among users because they can be played from the subjective perspective of players. favorite. Players no longer manipulate the virtual characters on the screen to play the game like other games, but experience the visual impact brought by the game immersively, which greatly enhances the initiative and realism of the game. [0003] In this type of game, the balance of the game map is an important indicator for evaluating the quality of a game. If the balance of the game map is not good, that is, the player can obtain too much income in a certain area of ​​the game map. Or if it is too low, it wi...

AI Technical Summary

Problems solved by technology

Since it takes a long time to collect game data, game planners need to test the balance of the modified game map after modifying the map structure, resulting in a long development and verification cycle for the game map, and the game map is not verified. There is a greater risk of going online

Images