한국컴퓨터게임학회 논문지 제33권 제3호 (p.1-15)

Research on Interactive Storytelling Method Using Artificial Intelligence and Physics Engine

키워드 :
Advanced Sub-unit Interaction,Interactive storytelling,Generation method,Artificial intelligence,Physics engine

초록

Computer games with the digital characteristics of a non-linear approach have implemented interactive storytelling from the beginning, and today, with high game engine performance, users lead the story with minimal control, and there is an interactive movie genre that allows users to enjoy real-time stories such as movies. Appeared. It requires a lot of manpower and time to produce 3D resources that meet the increased expectations, and a more effective method than the existing production method of predicting, directing, producing, and recording users' needs is needed. Therefore, an advanced sub-unit interaction method was proposed as a way to realize interaction in various situations while reducing the amount of game engine resource production. This is a generation method that actively applies the improved physics engine and artificial intelligence reinforced by deep learning to make the character's movement, dialogue, and natural environment effects in real time in the game engine. As free deep learning libraries such as TensorFlow are activated and GAN learning methods along with CNN and RNN learning methods become generalized, the results of artificial intelligence show a quality that is indistinguishable from the original. In addition, by actively applying the improved physics engine, it is possible to create detailed movements of surrounding objects. The contents considered in the study are technologies that are still implemented, and if they are introduced, 3D resources can be created in real time without directly producing them, and the context setting and dialogue can induce users to naturally follow the flow of the main story. There will be.