Starfish robot teaches itself to walk

Sun Sep 02 03:32:59 -0700 2007
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Seen over at Technovelgy is a great video of a robot modelled on a starfish that, through a process of self-inspection to work out how it's all joined together and then generating a predictive model, teaches itself to walk.
Using it's onboard sensors, and going through a bootstrapping phase where it moves each of it's joints and checks the results, it builds a virtual model of itself. Then, through a stage of using random movements, it teaches itself a means of locomotion. As the robot teaches itself, it can relearn how to walk should it be damaged, for instance missing a joint.
Further information is available on the Cornell CCSL Robotics Self Modelling web site.