A fault-tolerant multi-agent framework
A fault-tolerant multi-agent framework
复制标题
容错多智能体框架
DOI：
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复制
发表时间：
2002
期刊：
影响因子：
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通讯作者：
Pierre Sens
中科院分区：
文献类型：
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作者：
Z. Guessoum;Jean;S. Charpentier;O. Marin;Pierre Sens
为了使大规模多智能体系统可靠，我们提出了复制策略的自适应应用。复制关键代理以避免失败。由于代理的重要性在计算和解决问题的过程中可能会发生变化，因此我们需要动态地、自动地调整代理的副本数量，以便根据可用资源最大化其可靠性和可用性。我们正在研究一种方法和机制，用于评估给定代理的关键性并决定应用什么策略（例如主动复制、被动）以及如何对其进行参数化（例如副本数量）。
To make large-scale multi-agent systems reliable, we propose an adaptive application of replication strategies. Critical agents are replicated to avoid failures. As criticality of agents may evolve during the course of computation and problem solving, we need to dynamically and automatically adapt the number of replicas of agents, in order to maximize their reliability and availability based on available resources. We are studying an approach and mechanisms for evaluating the criticality of a given agent and for deciding what strategy to apply (e.g., active replication, passive) and how to parameterize it (e.g., number of replicas).