Grounding vision through experimental manipulation
Experimentation is crucial to human progress at all scales, from society as a whole to a young infant in its cradle. It allows us to elicit learning episodes suited to our own needs and limitations. This paper develops active strategies for a robot to acquire visual experience through simple experim...
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| Veröffentlicht in: | Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences physical, and engineering sciences, 2003-10, Vol.361 (1811), p.2165-2185 |
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| container_issue | 1811 |
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| container_title | Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences |
| container_volume | 361 |
| creator | Damper, R. I. Fitzpatrick, Paul Metta, Giorgio |
| description | Experimentation is crucial to human progress at all scales, from society as a whole to a young infant in its cradle. It allows us to elicit learning episodes suited to our own needs and limitations. This paper develops active strategies for a robot to acquire visual experience through simple experimental manipulation. The experiments are oriented towards determining what parts of the environment are physically coherent-that is, which parts will move together, and which are more or less independent. We argue that following causal chains of events out from the robot's body into the environment allows for a very natural developmental progression of visual competence, and relate this idea to results in neuroscience. |
| doi_str_mv | 10.1098/rsta.2003.1251 |
| format | Article |
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| ispartof | Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2003-10, Vol.361 (1811), p.2165-2185 |
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| source | MEDLINE; Free Full-Text Journals in Chemistry; JSTOR Mathematics & Statistics |
| subjects | Active Vision Adaptation, Physiological - physiology Arm Artificial Intelligence Cogs Cubes Feedback Humanoid Robot Legal objections Mental objects Mirror Neuron Mirror neurons Motion Movement - physiology Neural Networks (Computer) Neurons Neurons - physiology Optics Orientation - physiology Pattern Recognition, Automated Robotics - methods Robots Segmentation Vision, Ocular - physiology Visual perception Visual Perception - physiology |
| title | Grounding vision through experimental manipulation |
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