论文标题
基于内核的自主代理的认知体系结构
Kernel Based Cognitive Architecture for Autonomous Agents
论文作者
论文摘要
现代认知体系结构的主要问题之一是对认知活动过程进行建模的过度示意性方法。它不允许创建通用体系结构，该架构将能够在不使用预定的一组感知模式的情况下重现心理功能。本文考虑了一种创建认知功能的进化方法。我们方法的基础是使用功能核的使用，该功能内核始终产生自主剂的智力功能。我们考虑了一种认知架构，该结构可确保根据符号出现问题解决方案确保代理的演变。代理人的认知能力的进化是根据建构主义理论描述的。
One of the main problems of modern cognitive architectures is an excessively schematic approach to modeling the processes of cognitive activity. It does not allow the creation of a universal architecture that would be capable of reproducing mental functions without using a predetermined set of perceptual patterns. This paper considers an evolutionary approach to creating a cognitive functionality. The basis of our approach is the use of the functional kernel which consistently generates the intellectual functions of an autonomous agent. We consider a cognitive architecture which ensures the evolution of the agent on the basis of Symbol Emergence Problem solution. Evolution of cognitive abilities of the agent is described on the basis of the theory of constructivism.
