Evolving Real-Time Local Agent Control for Large-Scale Multi-agent Systems

机译：大规模多智能体系统不断发展的实时本地智能体控制

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Control for agents situated in multi-agent systems is a complex problem. This is particularly true in hard, open, dynamic environments where resource, privacy, bandwidth, and computational limitations impose restrictions on the type of information that agents may share and the control problem solving options available to agents. The MQ or motivational quantities framework addresses these issues by evaluating candidate tasks based on the agent's organizational context and by framing control as a local agent optimization problem that approximates the global problem through the use of state and preference.

机译：对位于多代理系统中的代理的控制是一个复杂的问题。在硬，开放，动态的环境中，尤其是在资源，隐私，带宽和计算限制对代理可以共享的信息类型以及代理可用的控制问题解决方案施加限制的情况下，尤其如此。 MQ或激励量框架通过基于座席的组织上下文评估候选任务并通过将控制框架化为局部座席优化问题来解决这些问题，该问题通过使用状态和偏好来近似于全局问题。

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《8th International Workshop on Intelligent Agents VIII: Agent Theories, Architectures, and Languages ATAL 2001, Aug 1-3, 2001, Seattle, WA, USA》|2001年|p.51-68|共18页
会议地点 Seattle WA(US);Seattle WA(US)
作者
Thomas Wagner; Victor Lesser;
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作者单位

Automated Reasoning Group Honeywell Laboratories 3660 Technology Drive, MN65-2600 Minneapolis, MN 55418;

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原文格式 PDF
正文语种 eng
中图分类自动化技术、计算机技术;
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2. A Multi-Agent System Architecture for Coordination of the Real-Time Control Functions in Complex Industrial Systems [J] . Jiang Wu, Raynitchka Tzoneva International journal of computers, communications and control . 2011,第4期

机译：复杂工业系统中实时控制功能协调的多智能体系统架构
3. A Multi-Agent System Architecture for Coordination of the Real-Time Control Functions in Complex Industrial Systems [J] . Jiang Wu, Raynitchka Tzoneva IAENG Internaitonal journal of computer science . 2011,第4期

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4. Evolving Real-Time Local Agent Control for Large-Scale Multi-agent Systems [C] . Thomas Wagner, Victor Lesser International Workshop on Agent Theories, Architectures, and Languages . 2002

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5. Supervisory decision and control of large-scale multi-agent systems. [D] . Mukherjee, Kushal. 2011

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6. Fast consensus in a large-scale multi-agent system with directed graphs using time-delayed measurements [O] . Adrián Ramírez, Rifat Sipahi, Sabine Mondié, -1

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7. Adaptive Replication of Large-Scale Multi-agent Systems - Towards a Fault-Tolerant Multi-agent Platform [O] . Guessoum Zahia, Faci Nora, Briot Jean-Pierre 2006

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Evolving Real-Time Local Agent Control for Large-Scale Multi-agent Systems

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