Model training method and object control method and device based on interactive application

A model training and object technology, applied in the field of model training, can solve the problems of single action strategy, difficult to improve the level of NPC and real players, lack of cooperation and cooperation, etc.

Active Publication Date: 2020-06-16
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, for the method of building a decision tree, due to the small amount of sample data, the action strategy that NPC can produ

Method used

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  • Model training method and object control method and device based on interactive application
  • Model training method and object control method and device based on interactive application
  • Model training method and object control method and device based on interactive application

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Embodiment Construction

[0095] The embodiment of the present application provides a model training method, an interactive application-based object control method and device, which can realize cooperation and cooperation between multiple NPCs, reduce the operation difference between NPCs and real players, and improve the relationship between NPCs and real players. The player's combat level.

[0096] 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 data so used are interchangeable under appropriate circumstances such that the embodiments of the application described herein, for example, can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "corresponding to" and any variations thereof, are intended to c...

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Abstract

The invention discloses a model training method applied to the field of artificial intelligence. The method comprises the steps: acquiring first state information corresponding to a first object and second state information corresponding to a second object; based on the first state information, obtaining first action information through a first to-be-trained battle network model; acquiring secondaction information through a second to-be-trained battle network model based on the second state information; based on the first state information, the second state information, the first action information and the second action information, obtaining a value expectation through a discrimination network model; and updating the model parameters of the first to-be-trained battle network model according to the value expectation to obtain a first battle network model. The invention further discloses an object control method and device based on the interactive application. According to the invention, cooperation and cooperation among a plurality of non-player characters can be realized, the operation difference between the non-player characters and a real player is reduced, and the fighting level of the non-player characters and the real player is improved.

Description

technical field [0001] The present application relates to the field of artificial intelligence, in particular to a model training method, an object control method and device based on an interactive application. Background technique [0002] Turn-based combat is a combat mode in the game, that is, multiple combat characters belonging to the same party activate their skills in turn, and the two combatants take turns to attack. If the current combat character of one of the parties dies, it will be the turn of another combat character of the defeated party to fight in the next round, and so on, until all the combat characters of one party are killed, the turn-based battle will not end. [0003] Currently, one party is a real player in a turn-based battle, while the other party can be a non-player character (Non-PlayerCharacter, NPC). NPC mainly launches an attack by establishing a decision tree. The decision tree can establish a tree structure by selecting relevant features, an...

Claims

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Application Information

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IPC IPC(8): A63F13/67A63F13/822G06N20/00
CPCA63F2300/6027A63F2300/807A63F13/67A63F13/822G06N20/00
Inventor 常天元
Owner TENCENT TECH (SHENZHEN) CO LTD
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