16 citations · 31 across the 7 of their papers we have counts for
6 papers · 1 filter
LaCE-LHMP: Airflow Modelling-Inspired Long-Term Human Motion Prediction By Enhancing Laminar Characteristics in Human Flow
Yufei Zhu, Han Fan, Andrey Rudenko +3
Long-term human motion prediction (LHMP) is essential for safely operating autonomous robots and vehicles in populated environments. It is fundamental for various applications, inc…
Heterogeneous Full-body Control of a Mobile Manipulator with Behavior Trees
Marco Iannotta, David Cáceres Domínguez, Johannes A. Stork +2
Integrating the heterogeneous controllers of a complex mechanical system, such as a mobile manipulator, within the same structure and in a modular way is still challenging. In this…
A Stack-of-Tasks Approach Combined with Behavior Trees: a New Framework for Robot Control
David Cáceres Domínguez, Marco Iannotta, Johannes A. Stork +2
Stack-of-Tasks (SoT) control allows a robot to simultaneously fulfill a number of prioritized goals formulated in terms of (in)equality constraints in error space. Since this appro…
Safe-To-Explore State Spaces: Ensuring Safe Exploration in Policy Search with Hierarchical Task Optimization
Jens Lundell, Robert Krug, Erik Schaffernicht +2
Policy search reinforcement learning allows robots to acquire skills by themselves. However, the learning procedure is inherently unsafe as the robot has no a-priori way to predict…
A Next-Best-Smell Approach for Remote Gas Detection with a Mobile Robot
Riccardo Polvara, Marco Trabattoni, Tomasz Piotr Kucner +3
The problem of gas detection is relevant to many real-world applications, such as leak detection in industrial settings and landfill monitoring. Using mobile robots for gas detecti…
An Eigenshapes Approach to Compressed Signed Distance Fields and Their Utility in Robot Mapping
Daniel R. Canelhas, Erik Schaffernicht, Todor Stoyanov +2
In order to deal with the scaling problem of volumetric map representations we propose spatially local methods for high-ratio compression of 3D maps, represented as truncated signe…