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Mohammad M. Aref

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
2016

A multistage controller with smooth switching for Autonomous Pallet Picking

ICRA 2016

This paper addresses the problem of pallet picking by an Articulated-Frame-Steering (AFS) hydraulic machine. We propose a macro-micro visual mobile manipulation architecture, where a smooth switching logic navigates the robot to pick an object. The state space is divided into several regions dependi

Cited by 9SourceScholar