AgentSpeak(PL):一种集成贝叶斯网络模型的BDI代理编程语言

Diego Silva, J. Gluz
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引用次数: 17

摘要

在当前面向智能体编程的BDI范式中,当智能体的信念基于与其环境相关的概率知识时,不可能开发出实用且直接的软件,因为编程语言的逻辑基础不允许这种可能性。通常,要开发这种混合智能体,需要利用先进的编程技术,将不同的开发环境和编程语言相结合和集成,以表示模型的逻辑部分和概率部分,使其实现可行。本文以经典的BDI编程语言AgentSpeak(L)为基础,提出了一种新的面向代理的编程语言AgentSpeak(PL)。AgentSpeak(PL)通过使用贝叶斯网络将概率信念的概念集成到核心BDI编程概念中。该语言是通过Jason编程环境的扩展实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AgentSpeak(PL): A New Programming Language for BDI Agents with Integrated Bayesian Network Model
Within the current BDI paradigm of agent oriented programming, it is not possible to develop a practical and straightforward software when agent's beliefs are based on probabilistic knowledge related to their environment, because the logical base of the programming language do not allow this possibility. Usually, to develop this kind of hybrid agent, it is necessary to make use of advanced programming techniques, which combine and integrate different development environments and programming languages in order to represent the logical part and the probabilistic part of the model, to make implementation feasible. This work presents a new agentoriented programming language called AgentSpeak(PL), based in AgentSpeak(L), a classical BDI programming language. AgentSpeak(PL) integrates the concept of probabilistic beliefs through the use of Bayesian Networks, to core BDI programming concepts. The language is implemented through an extension of the Jason programming environment.
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