학술논문

Automatic language acquisition by an autonomous robot
Document Type
Conference
Source
Proceedings of the International Joint Conference on Neural Networks, 2003. Neural networks Neural Networks, 2003. Proceedings of the International Joint Conference on. 4:2716-2721 vol.4 2003
Subject
Computing and Processing
Components, Circuits, Devices and Systems
Signal Processing and Analysis
Robotics and automation
Cognitive robotics
Robot sensing systems
Cognition
Robot vision systems
Auditory system
Stereo vision
Control systems
Decision making
Natural languages
Language
ISSN
1098-7576
Abstract
There is no such thing as a disembodied mind. We posit that cognitive development can only occur through interaction with the physical world. To this end, we are developing a robotic platform for the purpose of studying cognition. We suggest that the central component of cognition is a memory which is primarily associative, one where learning occurs as the correlation of events from diverse inputs. We also posit that human-like cognition requires a well-integrated sensory-motor system, to provide these diverse inputs. As implemented in our robot, this system includes binaural hearing, stereo vision, tactile sense, and basic proprioceptive control. On top of these abilities, we are implementing and studying various models of processing, learning and decision making. Our goal is to produce a robot that will learn to carry out simple tasks in response to natural language requests. The robot's understanding of language will be learned concurrently with its other cognitive abilities. We have already developed a robust system and conducted a number or experiments on the way to this goal, some details of which appear in this paper. This is a first progress report of what we believe will be a long term project with significant implications.