What Sort of Architecture is Required for a Human-Like Agent?
What Sort of Architecture is Required for a Human-Like Agent?
复制标题
类人智能体需要什么样的架构？
DOI：
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发表时间：
1999
期刊：
影响因子：
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通讯作者：
A. Sloman
中科院分区：
文献类型：
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作者：
A. Sloman
本文研究的是如何赋予完全智能体类人的能力。为此，最重要的设计选择涉及整体架构。关于详细机制，表示形式，推理能力，知识等问题最好在一个全球架构的背景下，其中不同的设计决策需要联系起来。这样的设计将把各种功能组合成一个完整的连贯工作系统，其中有许多并行的、部分独立的、部分相互支持的、部分潜在不兼容的过程，在不同的时间尺度上解决大量问题，包括异步的、并行的、动力发生器。设计类似人类的代理是理解设计空间、生态位空间及其相互关系的更普遍问题的一部分，因为抽象地说，没有一个最佳设计，正如地球上的生物多样性所表明的那样。
This paper is about how to give human-like powers to complete agents. For this the most important design choice concerns the overall architecture. Questions regarding detailed mechanisms, forms of representations, inference capabilities, knowledge etc. are best addressed in the context of a global architecture in which different design decisions need to be linked. Such a design would assemble various kinds of functionality into a complete coherent working system, in which there are many concurrent, partly independent, partly mutually supportive, partly potentially incompatible processes, addressing a multitude of issues on different time scales, including asynchronous, concurrent, motive generators. Designing human like agents is part of the more general problem of understanding design space, niche space and their interrelations, for, in the abstract, there is no one optimal design, as biological diversity on earth shows.