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Robot learning through dynamical systems

(supervised, unsupervised and reinforcement learning)

 

                   

Data-driven Soft-sensors through dynamical recurrent networks (ESNs)

(cooperation with Petrobras and DAS/UFSC)

 

Deviation detection through dynamical reservoir models (ESNs)

(cooperation with Halmstad University)