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A reasoning system about knowledge acquisition in bi-agent interaction

机译:双主体交互中知识获取的推理系统

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In artificial intelligence, knowledge acquisition and reasoning are the most basic key elements for intelligent agent to obtain the ability of the simulation thinking which capacitate intelligent agent to carry out a series of actions. At present, Dynamic Epistemic Logic (DEL) has been a primary technique for modelling knowledge acquisition and reasoning. This is mainly due to the dynamic epistemic logic has a stronger expression ability to deal with many problems about agent's cognitive reasoning in computer science. In this paper, we distinguish the major sorts of knowledge that the cognitive agent will hold in their interaction in the beginning, and then establish a Knowledge Acquisition System (KAS) which is added a new operator of ???knowledge acquisition??? to extend the basic epistemic language for bi-agent interaction. Other than that, we prove the soundness and completeness of this system, and analyze some properties about it. By this system, it is clear to explain how the agent acquires knowledge that will be transformed into common knowledge by observing the other agent's speech act. The acquired knowledge is further transformed into new private knowledge that provides the strategy options in agent's mind in interaction.
机译:在人工智能中,知识的获取和推理是智能主体获得模拟思想的能力的最基本的关键要素,该能力使智能主体能够执行一系列动作。目前,动态认知逻辑(DEL)已经成为对知识获取和推理进行建模的主要技术。这主要是由于动态认知逻辑具有更强的表达能力,可以处理计算机科学中有关智能体认知推理的许多问题。在本文中,我们区分了认知主体一开始在交互过程中将持有的主要知识种类,然后建立了知识获取系统(KAS),并在其中添加了一个新的“知识获取”操作符。扩展了用于双主体交互的基本认知语言。除此之外,我们证明了该系统的健全性和完整性,并分析了该系统的一些特性。通过该系统,可以清楚地解释代理如何通过观察其他代理的言语行为来获取将转换为常识的知识。所获得的知识将进一步转换为新的私有知识,从而在代理人的思想中提供交互中的策略选择。

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