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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 13Source ↗Scholar ↗
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 3Source ↗Scholar ↗