Continual Learning for Adaptive Affective Human-Robot Interaction

• Published in: 2022 10th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) pp. 1 - 5
• Main Author: Maharjan, Rahul Singh
• Format: Conference Proceeding
• Language: English
• Published: IEEE 18.10.2022
• Subjects: Adaptation models; Affective computing; Biological system modeling; Computational modeling; Continual Learning; Deep learning; Emotion recognition; Human-Robot Interaction; Service robots; Social Robotics

Unlike industrial robots, social robots such as Pepper, Nao, Furhat, and Moxi are being developed with the goal of assistance, collaboration, and even companionship to humans. However, such social robots at the moment are not suitable for continually changing real-world due to the inability to under...