如何大规模协调决策?智慧城市及其他领域的集体学习实践教程

Evangelos Pournaras
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引用次数: 0

摘要

这个1.5小时的教程将介绍多智能体集体学习的理论和实践,以协调大规模的分布式决策。您将掌握使用EPOS软件解决智慧城市分布式优化问题所需的技能。本教程还将促进ACSOS社区内部的合作。特别鼓励博士生和更资深的同事参与。不需要编程经验。我们还鼓励您引入自己的多智能体优化问题,以使用集体学习探索潜在的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How to Coordinate Decisions at Large Scale? A Hands-on Tutorial on Collective Learning for Smart Cities and Beyond
This 1.5-hour tutorial will provide an introduction to the theory and practice of multi-agent collective learning for coordinating distributed decisions at large scale. You will develop the required skills to work with the EPOS software artifact to solve distributed optimization problems in Smart Cities. The tutorial will also promote collaborations within the ACSOS community. PhD students and more senior colleagues are particularly encouraged to participate. No programming experience is required. You are also encouraged to bring in your own multi-agent optimization problem to explore a potential solution using collective learning.
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