← Search

Omey M. Manyar

5 accepted papers

2024

Performing Efficient and Safe Deformable Package Transport Operations Using Suction Cups

IROS 2024poster

Suction cups are popular for picking and transporting packages in warehouse applications. To maximize throughput, high transport speeds are desired. Many packages are deformable and may detach from the suction cups due to inertial loading if trajectories use excessive velocities. This paper introduc…

Cited by 3SourceScholar
2024

Simulation-Assisted Learning for Efficient Bin-Packing of Deformable Packages in a Bimanual Robotic Cell

IROS 2024poster

Bin-packing is an important problem in the robotic warehouse domain. Traditionally, this problem has been studied only for rigid packages (e.g., boxes or rigid objects). In this work, we tackle the problem of bin-packing with deformable packages that have become a popular choice for fulfillment need…

Cited by 1SourceScholar
2023

Inverse Reinforcement Learning Framework for Transferring Task Sequencing Policies from Humans to Robots in Manufacturing Applications

ICRA 2023poster

In this work, we present an inverse reinforcement learning approach for solving the problem of task sequencing for robots in complex manufacturing processes. Our proposed framework is adaptable to variations in process and can perform sequencing for entirely new parts. We prescribe an approach to ca…

Cited by 15SourceScholar
2023

Physics-Informed Learning to Enable Robotic Screw-Driving Under Hole Pose Uncertainties

IROS 2023poster

Screw-driving is an important operation in numerous applications. In many situations, hole pose cannot be estimated very accurately. Autonomous screw-driving cannot be performed by traditional industrial manipulators in position control mode when the hole pose uncertainty is high. This paper present…

Cited by 3SourceScholar
2021

A Simulation-Based Grasp Planner for Enabling Robotic Grasping during Composite Sheet Layup

ICRA 2021poster

Composites are increasingly becoming a material of choice in the aerospace and automotive industries. Currently, many composite parts are produced by manually laying up sheets on complex molds. Composite sheet layup requires executing two main tasks: (1) grasping a sheet and (2) draping it on the mo…

Cited by 14SourceScholar