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Zachary McNulty

2 accepted papers

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
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