Search Results for author: Benchun Zhou

Found 2 papers, 1 papers with code

Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics

3 code implementations18 Oct 2022 Alexander Naumann, Felix Hertlein, Benchun Zhou, Laura Dörr, Kai Furmans

This approach of image scraping and selection relaxes the need for a real-world domain-specific dataset that must be either publicly available or created for this purpose.

3D Object Detection 3D Reconstruction +3

Learning to Guide: Guidance Law Based on Deep Meta-learning and Model Predictive Path Integral Control

no code implementations15 Apr 2019 Chen Liang, Weihong Wang, Zhenghua Liu, Chao Lai, Benchun Zhou

However the traditional MPPI framework assumes the actual environment similar to the training dataset for the deep neural network which is impractical in practice with different maneuvering of target, other perturbations and actuator failures.

Robotics Systems and Control

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