14 citations · 18 across the 8 of their papers we have counts for
4 papers · 1 filter
Iterative Semi-parametric Dynamics Model Learning For Autonomous Racing
Ignat Georgiev, Christoforos Chatzikomis, Timo Völkl +2
Accurately modeling robot dynamics is crucial to safe and efficient motion control. In this paper, we develop and apply an iterative learning semi-parametric model, with a neural n…
Online Dynamic Trajectory Optimization and Control for a Quadruped Robot
Oguzhan Cebe, Carlo Tiseo, Guiyang Xin +3
Legged robot locomotion requires the planning of stable reference trajectories, especially while traversing uneven terrain. The proposed trajectory optimization framework is capabl…
Variable Autonomy of Whole-body Control for Inspection and Intervention in Industrial Environments using Legged Robots
Guiyang Xin, Carlo Tiseo, Wouter Wolfslag +5
The deployment of robots in industrial and civil scenarios is a viable solution to protect operators from danger and hazards. Shared autonomy is paramount to enable remote control…
Adversarial Generation of Informative Trajectories for Dynamics System Identification
Marija Jegorova, Joshua Smith, Michael Mistry +1
Dynamic System Identification approaches usually heavily rely on the evolutionary and gradient-based optimisation techniques to produce optimal excitation trajectories for determin…