Online incremental learning of manipulation tasks for semi-autonomous teleoperation

We present an approach for online incremental learning of manipulation tasks. A Bayesian clustering algorithm is used to build an online hidden semi-Markov model (HSMM) that captures state transition and state duration probabilities of demonstrated motions. Motions are then generated by stochastical...

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Bibliographic Details
Main Authors: Havoutis, I, Tanwani, A, Calinon, S
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2016