36 citations · 271 across the 74 of their papers we have counts for
16 papers · 1 filter
Sparsity-Inducing Optimal Control via Differential Dynamic Programming
Traiko Dinev, Wolfgang Merkt, Vladimir Ivan +2
Optimal control is a popular approach to synthesize highly dynamic motion. Commonly, regularization is used on the control inputs in order to minimize energy used and to ensu…
A Passive Navigation Planning Algorithm for Collision-free Control of Mobile Robots
Carlo Tiseo, Vladimir Ivan, Wolfgang Merkt +3
Path planning and collision avoidance are challenging in complex and highly variable environments due to the limited horizon of events. In literature, there are multiple model- and…
Robust Footstep Planning and LQR Control for Dynamic Quadrupedal Locomotion
Guiyang Xin, Songyan Xin, Oguzhan Cebe +5
In this paper, we aim to improve the robustness of dynamic quadrupedal locomotion through two aspects: 1) fast model predictive foothold planning, and 2) applying LQR to projected…
RigidFusion: Robot Localisation and Mapping in Environments with Large Dynamic Rigid Objects
Ran Long, Christian Rauch, Tianwei Zhang +2
This work presents a novel RGB-D SLAM approach to simultaneously segment, track and reconstruct the static background and large dynamic rigid objects that can occlude major portion…
Inverse Dynamics vs. Forward Dynamics in Direct Transcription Formulations for Trajectory Optimization
Henrique Ferrolho, Vladimir Ivan, Wolfgang Merkt +2
Benchmarks of state-of-the-art rigid-body dynamics libraries report better performance solving the inverse dynamics problem than the forward alternative. Those benchmarks encourage…
Memory Clustering using Persistent Homology for Multimodality- and Discontinuity-Sensitive Learning of Optimal Control Warm-starts
Wolfgang Merkt, Vladimir Ivan, Traiko Dinev +2
Shooting methods are an efficient approach to solving nonlinear optimal control problems. As they use local optimization, they exhibit favorable convergence when initialized with a…