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An Exception Management Model in Multi-Agents Systems

机译:多代理系统中的异常管理模型

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Multi-Agents Systems (MAS) are modern approaches that need an additional investigation to improve their reliability and adaptability levels. Exception management is one way to reach this goal and this paper is dedicated to this specific subject. The purpose of this document is to examine the exception concept in MAS domain and to suggest a model adjusted to MAS challenges such as heterogeneity, openness and particularly agents' autonomy. Previous attempts in the agent's society have concluded set of findings that demonstrated the necessity of exception handling in MAS at the system level. The handling includes management and the needed processes related to management. The attainment up to now can be applied only to special MAS type. Usually, agents are non-autonomous and the system-level strategies need an impeccable cooperation between agents in the exception handling process. In our proposed model, the agent's ability to approach exceptions by itself is considered as a prerequisite to assure agent autonomy. Then, exception handling depends on agent-level processes to deal with the limitations of contemporary attainments and thus, they are complementary. Agent preserves the ability to independently decide when to activate exception handling and when to receive system-level help or believe in its skills.
机译:多智能体系统(MAS)是现代方法,需要进行额外的研究以提高其可靠性和适应性水平。异常管理是实现此目标的一种方法,本文专门针对此特定主题。本文档的目的是研究MAS领域中的例外概念,并提出一种针对MAS挑战(如异质性,开放性,尤其是代理人的自治)进行调整的模型。代理商社会的先前尝试已经得出了一系列发现,这些发现证明了在系统级别在MAS中进行异常处理的必要性。处理包括管理以及与管理相关的所需流程。到目前为止,该成就仅适用于特殊的MAS类型。通常,代理是非自治的,并且系统级策略在异常处理过程中需要代理之间无可挑剔的合作。在我们提出的模型中,座席自身自行处理异常的能力被视为确保座席自治的前提。然后,异常处理依赖于代理程序级别的流程来处理当前成就的局限性,因此它们是互补的。 Agent保留了独立决定何时激活异常处理以及何时获得系统级帮助或相信其技能的能力。

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