3 papers
cs.RO2026
CoPlanVLM: Coordinated Path Planning for a Robot Team using Vision Language Models
David R. Martin, Jared Paquet, Mohammad Abdullah Al Faruque +4
We present CoPlanVLM, which uses a Vision Language Model (VLM) to translate a single natural-language instruction and image into coordinated paths for a team of two robots. While V…
eess.SY2023
Deep Nonlinear Adaptive Control for Unmanned Aerial Systems Operating under Dynamic Uncertainties
Zachary Lamb, Zachary I. Bell, Matthew Longmire +3
Recent literature in the field of machine learning (ML) control has shown promising theoretical results for a Deep Neural Network (DNN) based Nonlinear Adaptive Controller (DNAC) c…
cs.RO2023
Learning Flight Control Systems from Human Demonstrations and Real-Time Uncertainty-Informed Interventions
Prashant Ganesh, J. Humberto Ramos, Vinicius G. Goecks +4
This paper describes a methodology for learning flight control systems from human demonstrations and interventions while considering the estimated uncertainty in the learned models…