Social signs processing in a cognitive architecture for an humanoid robot.

被引:4
作者
Augello, Agnese [1 ]
Cipolla, Emanuele [1 ]
Infantino, Ignazio [1 ]
Manfre, Adriano [1 ]
Pilato, Giovanni [1 ]
Vella, Filippo [1 ]
机构
[1] Natl Res Council Italy, ICAR, CNR, Inst High Performance Comp & Networking, Palermo, Italy
来源
8TH ANNUAL INTERNATIONAL CONFERENCE ON BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, BICA 2017 (EIGHTH ANNUAL MEETING OF THE BICA SOCIETY) | 2018年 / 123卷
关键词
Cognitive Architecture; Recurrent Neural Networks; Actions Classification; Pepper Robot;
D O I
10.1016/j.procs.2018.01.011
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A social robot has to recognize human social intention in order to fully interact with him/her. People intention can be inferred by processing verbal and non-verbal communicative signs. In this work we describe an actions classification module embedded into a robot's cognitive architecture, contributing to the interpretation of users behavior. (C) 2018 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/) Peer-review under responsibility of the scientific committee of the 8th Annual International Conference on Biologically Inspired Cognitive Architectures
引用
收藏
页码:63 / 68
页数:6
相关论文
共 17 条
[1]   Social Human-Robot Interaction: A New Cognitive and Affective Interaction-Oriented Architecture [J].
Adam, Carole ;
Johal, Wafa ;
Pellier, Damien ;
Fiorino, Humbert ;
Pesty, Sylvie .
SOCIAL ROBOTICS, (ICSR 2016), 2016, 9979 :253-263
[2]   Social Agents for Learning in Virtual Environments [J].
Augello, Agnese ;
Gentile, Manuel ;
Dignum, Frank .
GAMES AND LEARNING ALLIANCE, GALA 2016, 2016, 10056 :133-143
[3]  
Barros P, 2014, IEEE-RAS INT C HUMAN, P646, DOI 10.1109/HUMANOIDS.2014.7041431
[4]   A real-time Human-Robot Interaction system based on gestures for assistive scenarios [J].
Canal, Gerard ;
Escalera, Sergio ;
Angulo, Cecilio .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 149 :65-77
[5]   Socially intelligent robots: dimensions of human-robot interaction [J].
Dautenhahn, Kerstin .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2007, 362 (1480) :679-704
[6]   Cognitive Architecture for Adaptive Social Robotics [J].
Ho, Seng-Beng .
INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2016, PT I, 2016, 9834 :549-562
[7]  
Hochreiter S, 1997, NEURAL COMPUT, V9, P1735, DOI [10.1162/neco.1997.9.8.1735, 10.1007/978-3-642-24797-2, 10.1162/neco.1997.9.1.1]
[8]   Deep learning [J].
LeCun, Yann ;
Bengio, Yoshua ;
Hinton, Geoffrey .
NATURE, 2015, 521 (7553) :436-444
[9]  
Lichman M., 2013, UCI Machine Learning Repository
[10]   Editorial: Understanding Social Signals: How Do We Recognize the Intentions of Others? [J].
Loth, Sebastian ;
De Ruiter, Jan P. .
FRONTIERS IN PSYCHOLOGY, 2016, 7