基于强化学习的人群网络信息共享优化

Xiaoni Wang, Zhiwen Pan, Zhouxia Li, Yifan Du, Yuanlin Zhu, Wen Ji, Feng Yang
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摘要

随着近年来人类社会的进步和机器学习技术的发展,群体智能变得越来越普遍。具体而言,为了优化复杂任务的完成质量,各种同质和异质智能主体(包括人和机器)相互连接,形成越来越复杂多样的智能网络,称为人群网络,在人群网络中,智能主体可以相互交互和协作。在…的过程中
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing Information Sharing in Crowd Networks based on Reinforcement Learning
With the progress of human society and the development of machine learning technology in recent years, crowd intelligence has become more and more widespread. Specifically, to optimize the finishing quality of complicated tasks, various homogeneous and heterogeneous intelligent agents (including both human and machines) are interconnected to form more and more complex and diverse intelligent networks named crowd networks, where agents can interact and collaborate with each other. In the process of
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