TY  - EJOU
AU  - Hu, Shiguang 
AU  - Ru, Le 
AU  - Lu, Bo 
AU  - Wang, Zhenhua 
AU  - Zhao, Xiaolin 
AU  - Wang, Wenfei 
AU  - Xi, Hailong 

TI  - Research on Maneuver Decision-Making of Multi-Agent Adversarial Game in a Random Interference Environment
T2  - Computers, Materials \& Continua

PY  - 2024
VL  - 81
IS  - 1
SN  - 1546-2226

AB  - The strategy evolution process of game players is highly uncertain due to random emergent situations and other external disturbances. This paper investigates the issue of strategy interaction and behavioral decision-making among game players in simulated confrontation scenarios within a random interference environment. It considers the possible risks that random disturbances may pose to the autonomous decision-making of game players, as well as the impact of participants’ manipulative behaviors on the state changes of the players. A nonlinear mathematical model is established to describe the strategy decision-making process of the participants in this scenario. Subsequently, the strategy selection interaction relationship, strategy evolution stability, and dynamic decision-making process of the game players are investigated and verified by simulation experiments. The results show that maneuver-related parameters and random environmental interference factors have different effects on the selection and evolutionary speed of the agent’s strategies. Especially in a highly uncertain environment, even small information asymmetry or miscalculation may have a significant impact on decision-making. This also confirms the feasibility and effectiveness of the method proposed in the paper, which can better explain the behavioral decision-making process of the agent in the interaction process. This study provides feasibility analysis ideas and theoretical references for improving multi-agent interactive decision-making and the interpretability of the game system model.
KW  - Behavior decision-making; stochastic evolutionary game; nonlinear mathematical modeling; multi-agent; maneuver

DO  - 10.32604/cmc.2024.056110