Game confrontation scheme evaluation-oriented parametric variable controllable sample generation method

• Main Authors: LI YUAN, ZHANG FENG, LI SHENGZE, LIU YUNTAO, ZHANG JIEYUAN, GU KONGJING
• Format: Patent
• Language: Chinese; English
• Published: 01.03.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention provides a parameter variable controllable sample generation method for game confrontation scheme evaluation, and relates to the technical field of computers, and the method comprises the steps: according to the size of a state action space of a game confrontation decision model and the value range of each parameter variable in a parameter variable group of the game confrontation decision model, calculating a parameter variable group of the game confrontation decision model; generating a controllable parametric variable value discrete grid, wherein a strategy entropy corresponding to a parametric variable value in the controllable parametric variable value discrete grid exceeds a parametric variable controllable threshold; the strategy entropy is an information entropy of strategy distribution of a target strategy of the game confrontation decision model in a state action space; and generating sample data according to the controllable parameter variable value discrete grid, clustering the sample