Institute for Artificial Intelligence, University of Bremen
Institute for Artificial Intelligence, University of Bremen
Prof. Michael Beetz

Further information:

SpokespersonCRC 1320 EASE

 

Honors and Memberships:

Ecosystem

Publications
2020 // book-chapter

An Interactive Strategic Mission Management System for Intuitive Human-Robot Cooperation

Intelligent Systems, Control and Automation: Science and Engineering

Kirchner, E.A.; Langer, H.; Beetz, M.
DOI: 10.1007/978-3-030-30683-0_16

2020 // conference-paper

RobotVQA - A scene-graph- And deep-learning-based visual question answering system for robot manipulation

IEEE International Conference on Intelligent Robots and Systems

Kenghagho Kenfack, F.; Ahmed Siddiky, F.; Balint-Benczedi, F.; Beetz, M.
DOI: 10.1109/IROS45743.2020.9341186

2020 // journal-article

SkillMaN - A skill-based robotic manipulation framework based on perception and reasoning

Robotics and Autonomous Systems

Diab, M.; Pomarlan, M.; Beßler, D.; Akbari, A.; Rosell, J.; Bateman, J.; Beetz, M.
DOI: 10.1016/j.robot.2020.103653

2020 // conference-paper

Using linked data to help robots understand product-related actions

CEUR Workshop Proceedings

Kümpel, M.; de Groot, A.; Tiddi, I.; Beetz, M.
DOI:

2020 // other

The robot household marathon experiment

arXiv

Kazhoyan, G.; Stelter, S.; Kenfack, F.K.; Koralewski, S.; Beetz, M.
DOI:

2020 // other

URoboSim - An episodic simulation framework for prospective reasoning in robotic agents

arXiv

Neumann, M.; Koralewski, S.; Beetz, M.
DOI:

2020 // book

An Ontology for Failure Interpretation in Automated Planning and Execution

Advances in Intelligent Systems and Computing

Diab, M.; Pomarlan, M.; Beßler, D.; Akbari, A.; Rosell, J.; Bateman, J.; Beetz, M.
DOI: 10.1007/978-3-030-35990-4_31

Jun 2019 // journal-article

Special Issue on Smart Production

AI - Artificial intelligence

Martin Ruskowski; Tatjana Legler; Michael Beetz; Georg Bartels

Jan 2019 // journal-article

Purposive learning: Robot reasoning about the meanings of human activities

Science Robotics

Gordon Cheng; Karinne Ramirez-Amaro; Michael Beetz; Yasuo Kuniyoshi

2019 // conference-paper

Automatic configuration of the structure and parameterization of perception pipelines

2019 19th International Conference on Advanced Robotics, ICAR 2019

Dietrich, V.; Kast, B.; Fiegert, M.; Albrecht, S.; Beetz, M.
DOI: 10.1109/ICAR46387.2019.8981611

2019 // journal-article

Query-based integration of heterogeneous knowledge bases for search and rescue tasks

Robotics and Autonomous Systems

Yazdani, F.; Blumenthal, S.; Huebel, N.; Bozcuoğlu, A.K.; Beetz, M.; Bruyninckx, H.
DOI: 10.1016/j.robot.2019.03.013

2019 // other

Manipulation planning and control for shelf replenishment

arXiv

Costanzo, M.; Stelter, S.; Natale, C.; Pirozzi, S.; Bartels, G.; Maldonado, A.; Beetz, M.
DOI:

2019 // conference-paper

Executing Underspecified Actions in Real World Based on Online Projection

IEEE International Conference on Intelligent Robots and Systems

Kazhoyan, G.; Beetz, M.
DOI: 10.1109/IROS40897.2019.8967867

2019 // journal-article

MATCALO: Knowledge-enabled machine learning in materials science

Computational Materials Science

Picklum, M.; Beetz, M.
DOI: 10.1016/j.commatsci.2019.03.005

2019 // journal-article

Perception-Guided Mobile Manipulation Robots for Automation of Warehouse Logistics: Interview with Dr. Moritz Tenorth, CTO of the Startup Magazino

AI - Artificial intelligence

Bartels, G.; Beetz, M.
DOI: 10.1007/s13218-019-00585-2

2019 // conference-paper

Automated models of human everyday activity based on game and virtual reality technology

Proceedings - IEEE International Conference on Robotics and Automation

Haidu, A.; Beetz, M.
DOI: 10.1109/ICRA.2019.8793859

2019 // journal-article

Cut & recombine: reuse of robot action components based on simple language instructions

International Journal of Robotics Research

Tamosiunaite, M.; Aein, M.J.; Braun, J.M.; Kulvicius, T.; Markievicz, I.; Kapociute-Dzikiene, J.; Valteryte, R.; Haidu, A. Chrysostomou, D.; Ridge, B.; Krilavicius, T.; Vitkute-Adzgauskiene, D.; Beetz, M.; Madsen, O.; Ude, A.; Krüger, N.; Wörgötter, F.
DOI: 10.1177/0278364919865594

2019 // conference-paper

A framework for self-training perceptual agents in simulated photorealistic environments

Proceedings - IEEE International Conference on Robotics and Automation

Mania, P.; Beetz, M.
DOI: 10.1109/ICRA.2019.8793474

2019 // conference-paper

Adapting everyday manipulation skills to varied scenarios

Proceedings - IEEE International Conference on Robotics and Automation

Gajewski, P.; Ferreira, P.; Bartels, G.; Wang, C.; Guerin, F.; Indurkhya, B.; Beetz, M.; Śniezyński , B.
DOI: 10.1109/ICRA.2019.8793590

2019 // journal-article

Dempster-Shafer theoretical resolution of referential ambiguity

Autonomous Robots

Williams, T.; Yazdani, F.; Suresh, P.; Scheutz, M.; Beetz, M.
DOI: 10.1007/s10514-018-9795-5

2019 // journal-article

Autonomous parallelization of resource-aware robotic task nodes

IEEE Robotics and Automation Letters

Brunner, S.G.; Domel, A.; Lehner, P.; Beetz, M.; Stulp, F.
DOI: 10.1109/LRA.2019.2894463

2019 // journal-article

Distributed stereo vision-based 6D localization and mapping for multi-robot teams

Journal of Field Robotics

Schuster, M.J.; Schmid, K.; Brand, C.; Beetz, M.
DOI: 10.1002/rob.21812

2019 // conference-paper

Continuous Modeling of Affordances in a Symbolic Knowledge Base

IEEE International Conference on Intelligent Robots and Systems

Bozcuoglu, A.K.; Furuta, Y.; Okada, K.; Beetz, M.; Inaba, M.
DOI: 10.1109/IROS40897.2019.8968220

2019 // book-chapter

Information system for storage, management, and usage for embodied intelligent systems

Information Storage: A Multidisciplinary Perspective

Beßler, D.; Bozcuoğlu, A.K.; Beetz, M.
DOI: 10.1007/978-3-030-19262-4_5

2019 // journal-article

From Research to Market: Building the Perception Systems for the Next Generation of Industrial Robots: Interview with Dr. Michael Suppa, CEO and Founder of the Startup Roboception

AI - Artificial intelligence

Bartels, G.; Beetz, M.
DOI: 10.1007/s13218-019-00583-4