Prediction method of game win rate and model generation method and device

Abstract

The embodiment of the invention provides a prediction method of the game win rate and a model generation method and device. The prediction method comprises the steps that feature data of a predictiontime point in real-time game combat data is acquired, comprises real-time state data and team position data and is input in a preset time-share prediction model corresponding to the prediction time point, wherein the time-share prediction model has a plurality of output nodes; a plurality of prediction results output by the output nodes of the time-share prediction model are acquired, and win rateprediction information is generated according to the prediction results. Through the preset time-share prediction model, the game win rate of each side participating in a game is predicted in real time, it can be achieved that in the game process, at the prediction time point, the win rate of each side participating in the game is dynamically predicted, and the game experience of users is improved; in the process of watching the game or during live broadcasting of the game, through prediction of the real-time win rate, people who watch the game can conveniently know the combat field situationbetter, and the interest of watching the game is added.

Description

technical field [0001] The present application relates to the technical field of games, in particular to a game winning rate prediction method, a time-sharing prediction model generation method, a game winning rate prediction device and a time-sharing prediction model generation device. Background technique [0002] Driven by the wave of artificial intelligence (AI) development, game AI has also entered the high-speed road of development in recent years. Whether it is the alpha go of Go or the open AI of DOTA2, it is a major breakthrough of AI in the field of games, subverting the In the past, people's perception of the limits of AI. [0003] The game itself can have a relatively complete mapping relationship with the real world. Solving game problems shows its ability to solve real-world problems to a certain extent. Therefore, the development of game AI also plays an important and positive role in the development of human society. effect. As far as the game AI itself is ...

AI Technical Summary

Problems solved by technology

[0007] At present, the prediction of the outcome of the game is only to predict the outcome of the game. It is either non-real-time prediction, non-combat prediction, or only prediction of the outcome. Therefore, a more reasonable and intuitive experience is needed. A better game outcome prediction solution

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