多代理环境下的稳健计划执行

Cesar Guzman, Pablo Castejón, E. Onaindía, J. Frank
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引用次数: 2

摘要

本文提出了一种新的多代理响应式执行模型,该模型可以跟踪代理的执行情况,从而从传入的故障中恢复。它是一个领域独立的执行模型,可以在任何规划控制应用程序中使用,嵌入到更通用的多代理规划框架中。多代理响应式执行模型提供了一种机制,当另一个代理无法自行修复故障时,允许代理响应阻止任务完成的故障。该模型利用代理的反应性规划能力在运行时提出解决方案,从而防止代理不得不诉诸于重新规划。我们展示了该模型在多自主空间飞行器控制中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Plan Execution in Multi-agent Environments
This paper presents a novel multi-agent reactive execution model that keeps track of the execution of an agent to recover from incoming failures. It is a domain-independent execution model, which can be exploited in any planning control application, embedded into a more general multi-agent planning framework. The multi-agent reactive execution model provides a mechanism allowing an agent to respond to failures that prevent completion of a task when another agent is not able to repair the failure by itself. The model exploits the reactive planning capabilities of agents to come up with a solution at runtime, thus preventing agents from having to resort to replanning. We show the application of the proposed model for the control of multiple autonomous space vehicles.
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