Metodo

International Studies in Phenomenology and Philosophy

Book | Chapter

211934

Embodied mental imagery in cognitive robots

Alessandro Di NuovoDavide MaroccoSanto Di NuovoAngelo Cangelosi

pp. 619-637

Abstract

This chapter is focused on discussing the concept of mental imagery as a fundamental cognitive capability to enhance the performance of cognitive robots . Indeed, the emphasis will be on the embodied imagery mechanisms applied to build artificial cognitive models of motor imagery and mental simulation to control complex behaviors of humanoid platforms, which represent the artificial body.With the aim of providing a panorama of the research activity on the topic, first we give an introduction on the neuroscientific and psychological background of mental imagery in order to help the reader to contextualize the multidisciplinary environment in which we operate. Then, we review the work done in the field of artificial cognitive systems and robotics to mimic the process behind the human ability of creating mental images of events and experiences, and to use this process as a cognitive mechanism to improve the behavior of complex robots. Finally, we report the detail of three recent empirical studies in which mental imagery approaches were modelled trough artificial neural networks (ANN s) to enable a cognitive robot with some human-like capabilities. These empirical studies exemplify how the proprioceptive information can be used by mental imagery models to enhance the performance of the robot, giving evidence of the embodied cognition theories in the context of artificial cognitive systems.

Publication details

Published in:

Magnani Lorenzo, Bertolotti Tommaso (2017) Springer handbook of model-based science. Dordrecht, Springer.

Pages: 619-637

DOI: 10.1007/978-3-319-30526-4_28

Full citation:

Di Nuovo Alessandro, Marocco Davide, Di Nuovo Santo, Cangelosi Angelo (2017) „Embodied mental imagery in cognitive robots“, In: L. Magnani & T. Bertolotti (eds.), Springer handbook of model-based science, Dordrecht, Springer, 619–637.