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Hammad Mazhar

3 accepted papers

2023

Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments

RA-L 2023

We present <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Orbit</small> , a unified and modular framework for robot learning powered by <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Nvidia</small> Isaac Si

Cited by 485SourcecodeScholar
2021

RGB-D Local Implicit Function for Depth Completion of Transparent Objects

CVPR 2021poster

Majority of the perception methods in robotics require depth information provided by RGB-D cameras. However, standard 3D sensors fail to capture depth of transparent objects due to refraction and absorption of light. In this paper, we introduce a new approach for depth completion of transparent obje…

Cited by 98PDFcodeScholar
2020

Transferable Task Execution from Pixels through Deep Planning Domain Learning

ICRA 2020poster

While robots can learn models to solve many manipulation tasks from raw visual input, they cannot usually use these models to solve new problems. On the other hand, symbolic planning methods such as STRIPS have long been able to solve new problems given only a domain definition and a symbolic goal,…

Cited by 52SourceScholar