Polly (robot)
Encyclopedia
Polly was a robot created at the MIT Artificial Intelligence Laboratory by Ian Horswill for his PhD and published in 1993 as a technical report
Technical report
A technical report is a document that describes the process, progress, or results of technical or scientific research or the state of a technical or scientific research problem. It might also include recommendations and conclusions of the research...

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Polly was the first mobile robot to move at animal-like speeds (1m per second) using computer vision
Computer vision
Computer vision is a field that includes methods for acquiring, processing, analysing, and understanding images and, in general, high-dimensional data from the real world in order to produce numerical or symbolic information, e.g., in the forms of decisions...

 for its navigation. It was an example of behavior based robotics. Horswill's PhD supervisors were Rodney Brooks
Rodney Brooks
Rodney Allen Brooks is the former Panasonic professor of robotics at the Massachusetts Institute of Technology. Since 1986 he has authored a series of highly influential papers which have inaugurated a fundamental shift in artificial intelligence research...

 and Lynn Andrea Stein. For a few years Polly gave tours of the AI laboratory's seventh floor, using canned speech to point out landmarks such as Anita Flynn's office.

The "Polly algorithm" is a way to navigate in a cluttered space using very low resolution vision to find uncluttered areas to move forward into, assuming that the pixels at the bottom of the frame (the closest to the robot) show an example of an uncluttered area. Since this could be done 60 times a second, the algorithm only needed to discriminate three categories: telling the robot at each instant to go straight, towards the right or towards the left.
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