Episodic Memory for Human-like Agents and Human-like Agents for Episodic Memory

Episodic Memory for Human-like Agents and Human-like Agents for Episodic Memory
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类人智能体的情景记忆和情景记忆的类人智能体

DOI:
10.1142/s1793843010000461
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发表时间:
2010
期刊:
影响因子:
8
通讯作者:
J. Lukavský
J. Lukavský
中科院分区:
医学2区
文献类型:
--
作者:
C. Brom;J. Lukavský

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情景记忆已经从许多层面进行了分析,其许多方面已经通过计算建模。近年来,在智能虚拟代理(IVAs)领域出现了几种情景记忆模型。与神经/心理模型相比,它们的合理性是有限的。另一方面,它们可以长时间存储大环境和其他复杂记忆的表征。本文提出了一个这样的模型,并讨论了使用IVAs作为研究神经/心理模型的试验台的可能性。结论是,IVAs及其虚拟环境可以构成一个生态学上合理的框架,允许研究和整合神经/心理模型。
Episodic memory has been approached from many levels of analysis and many of its facets have been modeled computationally. Recently, several models of episodic memory have emerged in the domain of intelligent virtual agents (IVAs). Compared to neuro-/psychological models, their plausibility is limited. On the other hand, they can store representations of large environments and other complex memories over long-time intervals. This paper presents one such model and discusses the possibility of using IVAs as a test-bed to investigate neuro-/psychological models. The conclusion is that IVAs and their virtual environments can constitute an ecologically plausible framework allowing for study and integration of the neuro-/psychological models.
海马体的简单神经网络模型表明其在情景记忆检索中的寻路作用。
DOI: 10.1101/lm.85205
发表时间: 2005
期刊: Learning & memory (Cold Spring Harbor, N.Y.)
影响因子: --
作者:
Samsonovich,AlexeiV;Ascoli,GiorgioA
通讯作者: Ascoli,GiorgioA