Publications

image_pdfimage_print

Publication List with Images

Show all

2024

Nwankwo, Linus; Rueckert, Elmar

The Conversation is the Command: Interacting with Real-World Autonomous Robot Through Natural Language Proceedings Article

In: ACM/IEEE International Conference on Human-Robot Interaction (HRI ’24 Companion)., 2024, (Published as late breaking results. Supplementary video: https://cloud.cps.unileoben.ac.at/index.php/s/fRE9XMosWDtJ339 ).

Links | BibTeX | Tags: Autonomous Navigation, Large Language Models

The Conversation is the Command: Interacting with Real-World Autonomous Robot Through Natural Language

2023

Yadav, Harsh; Xue, Honghu; Rudall, Yan; Bakr, Mohamed; Hein, Benedikt; Rueckert, Elmar; Nguyen, Ngoc Thinh

Deep Reinforcement Learning for Mapless Navigation of Autonomous Mobile Robot Proceedings Article

In: International Conference on System Theory, Control and Computing (ICSTCC), 2023, (October 11-13, 2023, Timisoara, Romania.).

Links | BibTeX | Tags: Autonomous Navigation, Deep Learning, Reinforcement Learning

Deep Reinforcement Learning for Mapless Navigation of Autonomous Mobile Robot

Nwankwo, Linus; Fritze, Clemens; Bartsch, Konrad; Rueckert, Elmar

ROMR: A ROS-based Open-source Mobile Robot Journal Article

In: HardwareX, vol. 15, pp. 1–29, 2023.

Abstract | Links | BibTeX | Tags: Autonomous Navigation, mobile navigation, SLAM

ROMR: A ROS-based Open-source Mobile Robot

Yadav, Harsh; Xue, Honghu; Rudall, Yan; Bakr, Mohamed; Hein, Benedikt; Rueckert, Elmar; Nguyen, Thinh

Deep Reinforcement Learning for Autonomous Navigation in Intralogistics Workshop

2023, (European Control Conference (ECC) Workshop, Extended Abstract.).

Abstract | Links | BibTeX | Tags: Autonomous Navigation, Deep Learning, mobile navigation, SLAM

Deep Reinforcement Learning for Autonomous Navigation in Intralogistics

2022

Xue, Honghu; Song, Rui; Petzold, Julian; Hein, Benedikt; Hamann, Heiko; Rueckert, Elmar

End-To-End Deep Reinforcement Learning for First-Person Pedestrian Visual Navigation in Urban Environments Proceedings Article

In: International Conference on Humanoid Robots (Humanoids 2022), 2022.

Abstract | Links | BibTeX | Tags: Autonomous Navigation, Deep Learning, mobile navigation

End-To-End Deep Reinforcement Learning for First-Person Pedestrian Visual Navigation in Urban Environments

Rottmann, Nils; Studt, Nico; Ernst, Floris; Rueckert, Elmar

ROS-Mobile: An Android™ application for the Robot Operating System Journal Article

In: Arxiv, 2022.

Links | BibTeX | Tags: Autonomous Navigation, mobile navigation, Simulation

ROS-Mobile: An Android™ application for the Robot Operating System

Xue, Honghu; Hein, Benedikt; Bakr, Mohamed; Schildbach, Georg; Abel, Bengt; Rueckert, Elmar

Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics Journal Article

In: Applied Sciences (MDPI), Special Issue on Intelligent Robotics, 2022, (Supplement: https://cloud.cps.unileoben.ac.at/index.php/s/Sj68rQewnkf4ppZ).

Abstract | Links | BibTeX | Tags: Autonomous Navigation, Deep Learning, mobile navigation, Reinforcement Learning

Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics

Compact List without Images

Show all

Journal Articles

Nwankwo, Linus; Fritze, Clemens; Bartsch, Konrad; Rueckert, Elmar

ROMR: A ROS-based Open-source Mobile Robot Journal Article

In: HardwareX, vol. 15, pp. 1–29, 2023.

Abstract | Links | BibTeX

Rottmann, Nils; Studt, Nico; Ernst, Floris; Rueckert, Elmar

ROS-Mobile: An Android™ application for the Robot Operating System Journal Article

In: Arxiv, 2022.

Links | BibTeX

Xue, Honghu; Hein, Benedikt; Bakr, Mohamed; Schildbach, Georg; Abel, Bengt; Rueckert, Elmar

Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics Journal Article

In: Applied Sciences (MDPI), Special Issue on Intelligent Robotics, 2022, (Supplement: https://cloud.cps.unileoben.ac.at/index.php/s/Sj68rQewnkf4ppZ).

Abstract | Links | BibTeX

Proceedings Articles

Nwankwo, Linus; Rueckert, Elmar

The Conversation is the Command: Interacting with Real-World Autonomous Robot Through Natural Language Proceedings Article

In: ACM/IEEE International Conference on Human-Robot Interaction (HRI ’24 Companion)., 2024, (Published as late breaking results. Supplementary video: https://cloud.cps.unileoben.ac.at/index.php/s/fRE9XMosWDtJ339 ).

Links | BibTeX

Yadav, Harsh; Xue, Honghu; Rudall, Yan; Bakr, Mohamed; Hein, Benedikt; Rueckert, Elmar; Nguyen, Ngoc Thinh

Deep Reinforcement Learning for Mapless Navigation of Autonomous Mobile Robot Proceedings Article

In: International Conference on System Theory, Control and Computing (ICSTCC), 2023, (October 11-13, 2023, Timisoara, Romania.).

Links | BibTeX

Xue, Honghu; Song, Rui; Petzold, Julian; Hein, Benedikt; Hamann, Heiko; Rueckert, Elmar

End-To-End Deep Reinforcement Learning for First-Person Pedestrian Visual Navigation in Urban Environments Proceedings Article

In: International Conference on Humanoid Robots (Humanoids 2022), 2022.

Abstract | Links | BibTeX

Workshops

Yadav, Harsh; Xue, Honghu; Rudall, Yan; Bakr, Mohamed; Hein, Benedikt; Rueckert, Elmar; Nguyen, Thinh

Deep Reinforcement Learning for Autonomous Navigation in Intralogistics Workshop

2023, (European Control Conference (ECC) Workshop, Extended Abstract.).

Abstract | Links | BibTeX