most citedNeural Contractive Dynamical Systems

1 citations · 2 across the 6 of their papers we have counts for

collaborators

6 papers

cs.RO20241 cited

Constraint-Aware Intent Estimation for Dynamic Human-Robot Object Co-Manipulation

Yifei Simon Shao, Tianyu Li, Shafagh Keyvanian +3

Constraint-aware estimation of human intent is essential for robots to physically collaborate and interact with humans. Further, to achieve fluid collaboration in dynamic tasks int…

cs.RO2024

Constrained Passive Interaction Control: Leveraging Passivity and Safety for Robot Manipulators

Zhiquan Zhang, Tianyu Li, Nadia Figueroa

Passivity is necessary for robots to fluidly collaborate and interact with humans physically. Nevertheless, due to the unconstrained nature of passivity-based impedance control law…

cs.RO2024

Object Permanence Filter for Robust Tracking with Interactive Robots

Shaoting Peng, Margaret X. Wang, Julie A. Shah +1

Object permanence, which refers to the concept that objects continue to exist even when they are no longer perceivable through the senses, is a crucial aspect of human cognitive de…

cs.RO2024

On the Feasibility of EEG-based Motor Intention Detection for Real-Time Robot Assistive Control

Ho Jin Choi, Satyajeet Das, Shaoting Peng +2

This paper explores the feasibility of employing EEG-based intention detection for real-time robot assistive control. We focus on predicting and distinguishing motor intentions of…

cs.RO20241 cited

Neural Contractive Dynamical Systems

Hadi Beik-Mohammadi, Søren Hauberg, Georgios Arvanitidis +3

Stability guarantees are crucial when ensuring a fully autonomous robot does not take undesirable or potentially harmful actions. Unfortunately, global stability guarantees are har…

cs.RO2023

Task Generalization with Stability Guarantees via Elastic Dynamical System Motion Policies

Tianyu Li, Nadia Figueroa

Dynamical System (DS) based Learning from Demonstration (LfD) allows learning of reactive motion policies with stability and convergence guarantees from a few trajectories. Yet, cu…