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Navigability with bounded recall autonomous agents with bounded memory autonomous agents with bounded recall working memory of autonomous agents on composition of bounded-recall plans
Artificial Intelligence ( IF 14.4 ) Pub Date : 2020-12-01 , DOI: 10.1016/j.artint.2020.103399
Kaya Deuser , Pavel Naumov

Abstract The article studies the ability of agents with bounded memory to execute consecutive composition of plans. It gives an upper limit on the amount of memory required to execute the composed plans and shows that the limit cannot be improved. Furthermore, the article shows that there are, essentially, no other universal properties of plans for bounded-recall agents expressible through the relation “there is a plan for an agent with a given memory size to navigate from one given set of states to another”.

中文翻译:

有界回忆自主代理的可导航性 自主代理有界回忆 自主代理的工作记忆在有界召回计划的组成上

摘要 本文研究了具有有限记忆的智能体执行连续组合计划的能力。它给出了执行组合计划所需的内存量的上限,并表明该限制无法改进。此外,文章表明,对于有界召回代理,基本上没有其他通用属性可以通过关系表达“有一个具有给定内存大小的代理从一个给定的一组状态导航到另一个”的计划.
更新日期:2020-12-01
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