Foresighted People Finding and Following

AEM Bayoumi - 2018 - bonndoc.ulb.uni-bonn.de
Mobile service robots are needed in several applications (eg, transportation systems,
autonomous shopping carts, household activities... etc). In such scenarios the robot aids the …

Learning foresighted people following under occlusions

AEM Bayoumi, P Karkowski… - 2017 IEEE/RSJ …, 2017 - ieeexplore.ieee.org
In many situations, users walk on typical paths between specific destinations at which the
service of a mobile robot is needed. Depending on the environment and the paths, step-by …

Learning optimal navigation actions for foresighted robot behavior during assistance tasks

AEM Bayoumi, M Bennewitz - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
We present an approach to learn optimal navigation actions for assistance tasks in which the
robot aims at efficiently reaching the final navigation goal of a human where service has to …

[PDF][PDF] Efficient human following using reinforcement learning

A Bayoumi, M Bennewitz - Workshop on Machine Learning in Planning …, 2015 - cs.unm.edu
In this paper, we present an approach that relies on machine learning techniques to follow
people efficiently during robotic assistance tasks, in which the robot is mainly interested in …

Speeding up person finding using hidden Markov models

AEM Bayoumi, P Karkowski, M Bennewitz - Robotics and Autonomous …, 2019 - Elsevier
The ability of mobile service robots to efficiently search for a person is needed in a vast
domain of applications. The search problem is especially challenging when the user is freely …

People finding under visibility constraints using graph-based motion prediction

AEM Bayoumi, P Karkowski, M Bennewitz - International Conference on …, 2018 - Springer
An autonomous service robot often first has to search for a user to carry out a desired task.
This is a challenging problem, especially when this person moves around since the robot's …

Foresighted Human-Aware Robot Navigation Based on Predicted Object-Interactions

LO Bruckschen - 2020 - bonndoc.ulb.uni-bonn.de
Since the beginning of the digital revolution robots have become an increasingly important
part of modern live. Until recently, this trend was primarily observable in industrial robots …

Human-aware robot navigation by long-term movement prediction

L Bruckschen, K Bungert, N Dengler… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
Foresighted, human-aware navigation is a prerequisite for service robots acting in indoor
environments. In this paper, we present a novel human-aware navigation approach that …

An adaptive and proactive human-aware robot guide

M Fiore, H Khambhaita, G Milliez, R Alami - Social Robotics: 7th …, 2015 - Springer
In this paper we present a robotic system able to guide a person to a destination in a socially
acceptable way. Our robot is able to estimate if the user is still actively following and react …

Is someone in this office available to help me? Proactively seeking help from spatially-situated humans

S Rosenthal, M Veloso, AK Dey - Journal of Intelligent & Robotic Systems, 2012 - Springer
Robots are increasingly autonomous in our environments, but they still must overcome
limited sensing, reasoning, and actuating capabilities while completing services for humans …