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M. M. Aref

2 papers hereh-index 12462 citations50 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.RO2

identity via Semantic Scholar / OpenAlex

most citedNeural Network Controller for Autonomous Pile Loading Revised

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.RO2021★ 2 cited

Neural Network Controller for Autonomous Pile Loading Revised

Wenyan Yang, Nataliya Strokina, Nikolay Serbenyuk +5

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 exper…

cs.RO2018

Reconfigurable Manipulator Simulation for Robotics and Multimodal Machine Learning Application: Aaria

Arttu Hautakoski, Mohammad M. Aref, Jouni Mattila

This paper represents a systematic way for generation of Aaria, a simulated model for serial manipulators for the purpose of kinematic or dynamic analysis with a vast variety of st…

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