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Juho Vihonen

2 accepted papers

2021

Neural Network Controller for Autonomous Pile Loading Revised

ICRA 2021poster

We have recently proposed two pile loading controllers that learn from human demonstrations: a neural network (NNet) [1] and a random forest (RF) controller [2]. In the field experiments the RF controller obtained clearly better success rates. In this work, the previous findings are drastically revi…

Cited by 13SourceScholar
2015

Novel pairwise coupled kinematic solution for algebraic angular acceleration estimation of serial link manipulators

ICRA 2015poster

We consider low-noise angular acceleration estimation for multi-axis robotic manipulators. The proposed model uses pairwise coupled inertial measurements across a section of the kinematic chain, which is reduced to a single rigid body. Experimental validation is built upon compact low-power micro-el…

Cited by 5SourceScholar