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MANIPULATION

The Impact of Time Step Frequency on the Realism of Robotic Manipulation Simulation for Objects of Different Scales

Minh Q. Ta, Holly Dinkel, Hameed Abdul-Rashid, Yangfei Dai, Jessica Myers, Tan Chen, Junyi Geng, Timothy Bretl

Year
2023
Access
Open access

Abstract

This work evaluates the impact of time step frequency and component scale on robotic manipulation simulation accuracy. Increasing the time step frequency for small-scale objects is shown to improve simulation accuracy. This simulation, demonstrating pre-assembly part picking for two object geometries, serves as a starting point for discussing how to improve Sim2Real transfer in robotic assembly processes.

Keywords

cs.ROcs.AI

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