A Social Reasoning Mechanism Based On Dependence Networks
A Social Reasoning Mechanism Based On Dependence Networks
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发表时间：
1997-10
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通讯作者：
Jaime Simão Sichman;R. Conte;C. Castelfranchi;Y. Demazeau
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作者：
Jaime Simão Sichman;R. Conte;C. Castelfranchi;Y. Demazeau
本文描述了社会推理机制的基本概念，该机制被设计为多智能体系统（MAS）环境中智能体内部模型的一部分。它使代理能够利用他人的目标、行动、资源和计划等信息来推断他们。每个代理将此信息存储在称为外部描述的数据结构中。我们正式定义并实现了外部描述、依赖关系和依赖网络的概念。这项工作的主要贡献之一是，代理可以通过自己的计划或他人的计划来推断他对他人的依赖。因此，我们对正在分析的目标（单边、相互或互惠）和该推理机制中使用的计划集（相互或局部相信）的依赖情况进行了初步分类。我们利用该模型构建了一个依赖网络模拟器，称为DEPNET，本文也对其进行了简要描述。
This paper describes the fundamental concepts of a social reasoning mechanism, designed to be part of an agent's internal model, in a multi-agent systems (MAS) context. It enables an agent to reason about the others using information about their goals, actions, resources and plans. Every agent stores this information in a data structure called external description. We have formally deened and implemented the concepts of external description, dependence relation, and dependence network. One of the main contributions of this work is that an agent can infer his dependence on others using either his own plans or those of the others. As a result, we have deened a preliminary taxonomy of dependence situations regarding the goal being analysed (unilateral, mutual or reciprocal) and the sets of plans used in this reasoning mechanism (mutually or locally believed). We have used this model to build a dependence network simulator, called DEPNET, which is also brieey described in this paper.