Search Results for author: Abdolreza Taheri

Found 3 papers, 1 papers with code

Towards Energy Efficient Control for Commercial Heavy-Duty Mobile Cranes: Modeling Hydraulic Pressures using Machine Learning

no code implementations31 Jul 2023 Abdolreza Taheri, Robert Pettersson, Pelle Gustafsson, Joni Pajarinen, Reza Ghabcheloo

A sizable part of the fleet of heavy-duty machinery in the construction equipment industry uses the conventional valve-controlled load-sensing hydraulics.

GPU-Accelerated Policy Optimization via Batch Automatic Differentiation of Gaussian Processes for Real-World Control

no code implementations28 Feb 2022 Abdolreza Taheri, Joni Pajarinen, Reza Ghabcheloo

The ability of Gaussian processes (GPs) to predict the behavior of dynamical systems as a more sample-efficient alternative to parametric models seems promising for real-world robotics research.

Gaussian Processes

Dynamic-Programming-Based Failure-Tolerant Control for Satellite with Thrusters in 6-DOF Motion

1 code implementation2 Oct 2021 Abdolreza Taheri, Nima Assadian

To control the spacecraft in the event of thruster failure, both the dynamic programming policies and control allocation are reconfigured to cope with the losses in controls.

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