Toward an idiomatic framework for cognitive robotics

被引:3
|
作者
Damgaard, Malte Rormose [1 ]
Pedersen, Rasmus [1 ]
Bak, Thomas [1 ]
机构
[1] Aalborg Univ, Dept Elect Syst Automat & Control, DK-9220 Aalborg, Denmark
来源
PATTERNS | 2022年 / 3卷 / 07期
关键词
cognitive architecture; cognitive robotics; DSML2: Proof-of-concept: Data science output has been formulated; implemented; and tested for one domain/problem; framework; message-passing algorithm; probabilistic graphical model; probabilistic inference; probabilistic programming; probabilistic programming language; robotics; stochastic variational inference; variational inference;
D O I
10.1016/j.patter.2022.100533
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Inspired by the "cognitive hourglass'' model presented by the researchers behind the cognitive architecture called Sigma, we propose a framework for developing cognitive architectures for cognitive robotics. The main purpose of the proposed framework is to ease development of cognitive architectures by encouraging cooperation and re-use of existing results. This is done by proposing a framework dividing development of cognitive architectures into a series of layers that can be considered partly in isolation, some of which directly relate to other research fields. Finally, we introduce and review some topics essential for the proposed framework. We also outline a set of applications.
引用
收藏
页数:17
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