COMPANION-CM

Artificial intelligence and cognitive models for symmetrical human-robot interaction in the field of assistive robotics

Main researcher: C. Balaguer

Companion-CM

Description

The main objective of the project is the development of a training platform integrated into the humanoid robot TEO, developed at the UC3M, so that its artificial intelligence learns during its interaction with humans and personalizes the HRI (Human-Robot Interaction) between them. The learning system will rely on the development of a series of disruptive enabling technologies in the field of AI and will incorporate features typical of human communication, such as recipient design (interlocutor model, intention prediction, emotional state, etc.), and mechanisms to improve the interpretability of the robot’s behavior by humans.

The project aims to apply its developments in the field of more socially engaging and trustworthy assistive robotics for a group of patients with reduced mobility, cognitive impairments, and/or limited language capacity, who require assistance from a robot in residential or hospital environments.

The research leading to these results has received funding from COMPANION-CM, Inteligencia artificial y modelos cognitivos para la interacción simétrica humano-robot en el ámbito de la robótica asistencial, Y2020/NMT-6660, funded by Proyectos Sinérgicos de I+D la Comunidad de Madrid.

Entries:
Tracking moving optima using Kalman-based predictions
Evolutionary Computation (ISSN: 1063-6560). num. 1 , vol. 16 , pages: 1 – 38 , 2008
J.C. Diaz M. Abderrahim
Speed-Sensorless Nonlinear Predictive Control of a Squirrel Cage Motor
WSEAS TRANSACTIONS on SYSTEMS and CONTROL, ISSN 1991-8763. num. 2 , vol. 3 , pages: 99 – 104 , 2008
M. Abderrahim Siller-Alcalá, I. Jaimes-Ponce, J. Alcántara-Ramirez, R.
Pose Estimation for Variable Configuration Objects:an Evolutionary Approach to Vision-based Navigation and Inspection
WSEAS Transactions on Information Science & Applications. num. 3 , vol. 3 , pages: 538 – 545 , 2006
J.C. Diaz M. Abderrahim

Entries:
Modified SoftPOSIT algorithm for 3D visual tracking
2007 IEEE International Symposium on Intelligent Signal Processing (WISP'2007), 2007, Alcala Henares, Spain
J.C. Diaz M. Abderrahim
Visual Inspection System for Autonomous Robotic On-Orbit Satellite Servicing
ASTRA2006: 9th ESA Workshop on Advanced Space Technologies for Robotics and Automation, 2006, Noordwijk, The Netherlands
J.C. Diaz M. Abderrahim
Automated Visual Inspection for Robotic On-Orbit Servicing
MX2006: The 10th Mechatronics Forum Biennial International Conference, 2006, Malvern, Pennsy, USA
J.C. Diaz M. Abderrahim
Evolutionary Model-Based Pose Estimation for Variable Configuration Objects
ISPRA 2006: 5th WSEAS International Conference on Signal Processing, Robotics and Automation, 2006, Alcala Henares, Spain
J.C. Diaz M. Abderrahim

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