Research on system dynamics combat decision based on StarCraft II

Xuejun Ren; Huajian Wang; Han Su

doi:10.1117/12.2660687

16 December 2022 Research on system dynamics combat decision based on StarCraft II

Xuejun Ren, Huajian Wang, Han Su

Proceedings Volume 12500, Fifth International Conference on Mechatronics and Computer Technology Engineering (MCTE 2022); 125002V (2022) https://doi.org/10.1117/12.2660687
Event: 5th International Conference on Mechatronics and Computer Technology Engineering (MCTE 2022), 2022, Chongqing, China

Abstract

The StarCraft II game has become the main experimental environment in the field of intelligent combat decision-making, and system dynamics is suitable for macro modeling and simulation of complex systems. This paper proposes a general model of "unified planning-delayed output" supplemented by C language extended external functions to solve the difficulty of system dynamics modeling in the field of combat decision-making, and realize the refined modeling and simulation of StarCraft II, which verified the effectiveness of this method. This paper can lay the foundation for the research of intelligent combat decision-making based on deep reinforcement learning.

Citation Download Citation

Xuejun Ren, Huajian Wang, and Han Su "Research on system dynamics combat decision based on StarCraft II", Proc. SPIE 12500, Fifth International Conference on Mechatronics and Computer Technology Engineering (MCTE 2022), 125002V (16 December 2022); https://doi.org/10.1117/12.2660687

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