Learning Fine Motion by Markov Mixtures of Experts

Compliant control is a standard method for performing fine manipulation tasks, like grasping and assembly, but it requires estimation of the state of contact between the robot arm and the objects involved. Here we present a method to learn a model of the movement from measured data. The method requi...

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Bibliographic Details
Main Authors: Meila, Marina, Jordan, Michael I.
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/6651