Publications

2017

Journal Articles and Book Chapters
[1] Ferenc Bálint-Benczédi, Maximilian Durner, Zoltán-Csaba Márton, Simon Kriegel, Manuel Brucker, Tick-Son Wang, Rudolph Triebel, Michael Beetz, "Uncertainty-based Classifier Adaptation for Interactive Life-long Learning", In International Journal of Approximate Reasoning (Special Issue on Uncertainty Management in ML Applications), Elsevier, 2017. acceptance decision pending [bib]
Conference Papers
[2] Fereshta Yazdani, Matthias Scheutz, Michael Beetz, "Guidelines for Improving Task-based Natural Language Understanding in Human-Robot Rescue Teams", In Proceedings of the 2017 8th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Debrecen, Hungary, 2017. [bib]
[3] Fereshta Yazdani, Matthias Scheutz, Michael Beetz, "Cognition-enabled Task Interpretation for Human-Robot Teams in a Simulation-based Search and Rescue Mission (Extended Abstract)", In Proceedings of the 2017 International Conference on Autonomous Agents, 2017. [bib]
[4] Jan Winkler, Asil Kaan Bozcuoglu, Mihai Pomarlan, Michael Beetz, "Task Parametrization through Multi-modal Analysis of Robot Experiences (Extended Abstract)", In Proceedings of the 2017 International Conference on Autonomous Agents, Sao Paulo, Brazil, 2017. [bib]
[5] Simon Stelter, Georg Bartels, Michael Beetz, "Multidimensional Time Series Shapelets Reliably Detect and Classify Contact Events in Force Measurements of Wiping Actions", In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, 2017. Finalist for the Best Cognitive Robotics Paper Award. [bib]
[6] Mihai Pomarlan, Daniel Nyga, Mareike Picklum, Sebastian Koralewski, Michael Beetz, "Deeper Understanding of Vague Instructions through Simulated Execution (Extended Abstract)", In Proceedings of the 2017 International Conference on Autonomous Agents & Multiagent Systems, International Foundation for Autonomous Agents and Multiagent Systems, 2017. [bib]
[7] Daniel Nyga, Mareike Picklum, Sebastian Koralewski, Michael Beetz, "Instruction Completion through Instance-based Learning and Semantic Analogical Reasoning", In International Conference on Robotics and Automation (ICRA), Singapore, 2017. [bib]
[8] Daniel Nyga, Mareike Picklum, Michael Beetz, "What No Robot Has Seen Before -- Probabilistic Interpretation of Natural-language Object Descriptions", In International Conference on Robotics and Automation (ICRA), Singapore, 2017. [bib]
[9] Gayane Kazhoyan, Michael Beetz, "Programming Robotic Agents with Action Descriptions", In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, pp. 103-108, 2017. [bib] [doi]
[10] Asil Kaan Bozcuoglu, Michael Beetz, "A Cloud Service for Robotic Mental Simulations", In International Conference on Robotics and Automation (ICRA), Singapore, 2017. [bib]
[11] John Bateman, Michael Beetz, Daniel Beßler, Asil Kaan Bozcuoglu, Mihai Pomarlan, "Heterogeneous Ontologies and Hybrid Reasoning for Service Robotics: The EASE Framework", In Third Iberian Robotics Conference, Sevilla, Spain, 2017. [bib]
[12] Ferenc Balint-Benczedi, Zoltan-Csaba Marton, Maximilian Durner, Michael Beetz, "Storing and Retrieving Perceptual Episodic Memories for Long-term Manipulation Tasks", In Proceedings of the 2017 IEEE International Conference on Advanced Robotics (ICAR), Hong-Kong, China, 2017. Finalist for Best Paper Award [bib]
Workshop Papers
[13] Michael Beetz, Daniel Be├čler, Gayane Kazhoyan, "Robotic Agents that Know What They are Doing", In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, 2017. [bib]
Other Publications
[14] Daniel Nyga, "Interpretation of Natural-language Robot Instructions: Probabilistic Knowledge Representation, Learning, and Reasoning", PhD thesis, University of Bremen, 2017. [bib] [pdf]
[15] Daniel Leidner, "Cognitive Reasoning for Compliant Robot Manipulation", PhD thesis, University of Bremen, 2017. [bib] [pdf]
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