高级多智能体系统

(Georgios Theodoropoulos )CSE50222024春  
2024春
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选课类别:专业任务 教学语言:英文
课程类别:专业选修课 开课单位:计算机科学与工程系
课程层次:硕士 获得学分:3.0
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课程简介(教工部数据)
多智能体系统(Multi-Agent Systems,MAS) 是计算机科学中研究智能体的行为及其之间交互的一个领域。 多智能体系统由多个具有自主行为能力的实体组成,并分布式地存储、处理与收发信息。每个智能体均有计算能力,智能体各自也可能具有不同的利益。 智能体之间可以是协作关系,例如仓库中的传感器网络和移动机器人,也可以是竞争关系,例如电子商务、资源或任务分配,还有些系统介于合作与协作两者之间。 此外,多智能体系统中的智能体可以是人工系统也可以是真实的人(通常人至少出现在这些系统的边缘)。本课程旨在介绍智能体和多智能体系统的概念,具体内容包括: 智慧智能体(intelligent agents)的设计 多智能体系统的设计 多智能体系统的建模和仿真工具


Multi-Agent Systems (MAS) is a field of computer science that studies the behavior of agents and their interactions with each other. A multi-agent system is composed of multiple autonomous entities, with distributed information, computational ability, and possibly divergent interests. Multi-agent systems may be cooperative, such as sensor networks and mobile robots in a warehouse, or competitive, such as in electronic commerce, or in settings of resource or task allocation. Some systems are somewhere in between. The agents in a multi-agent system may be both artificial and human (and often humans are present at least on the edges of these systems.)This course aims to introduce the concept of agents and multi-agent systems, specifically as follows: To introduce the main issues surrounding the design of intelligent agents To introduce the main issues surrounding the design of a multi-agent system To introduce the tools for the modelling and simulation of multi-agent systems
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Georgios Theodoropoulos

计算机科学与工程系

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