摘要
博弈是宇宙中的一种普遍存在。本文从人类对博弈的认识过程出发, 探讨了博弈的存在与实践, 阐述了多智能体博弈研究难点, 并基于演化思想, 从系统论的角度出发, 提出多智能体演化博弈理论框架。以下一代预警探测系统为例, 介绍了多智能体演化博弈的应用实践。构建了多智能体自组织博弈决策模型和多智能体强化学习方法, 对研究高维复杂环境下的组织化、体系化博弈行为具有重要意义。
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Project supported by the National Natural Science Foundation of China (No. 61803353)
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Qi DONG and Jun LU designed the research. Zhenyu WU and Fengsong SUN drafted the paper. Yanyu YANG and Xiaozhou SHANG helped organize the paper. Jinyu WANG revised and finalized the paper.
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Qi DONG, Zhenyu WU, Jun LU, Fengsong SUN, Jinyu WANG, Yanyu YANG, and Xiaozhou SHANG declare that they have no conflict of interest.
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Dong, Q., Wu, Z., Lu, J. et al. Existence and practice of gaming: thoughts on the development of multi-agent system gaming. Front Inform Technol Electron Eng 23, 995–1001 (2022). https://doi.org/10.1631/FITEE.2100593
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DOI: https://doi.org/10.1631/FITEE.2100593