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Leidner, Daniel and Borst, Christoph (2013) Hybrid Reasoning for Mobile Manipulation based on Object Knowledge. In: Workshop on AI-based Robotics at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Workshop on AI-based Robotics at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Thursday, November 7th, 2013, Tokyo, Japan.
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Official URL: http://robohow.eu/workshops/ai-based-robotics-iros-2013
Abstract
Autonomous mobile manipulation in every day environments is a key feature for next generation service robots. However, the diversity of problems that need to be solved by a robot is vast. Detailed knowledge about the environment, surrounding objects, and handling instructions is required. In this paper we combine object-centered hybrid reasoning with reachability analysis for autonomous spatial reasoning on mobile manipulation tasks. Object knowledge is used to distinguish the right place and time to move a mobile platform in order to solve a given task. The methods are evaluated in an experiment with the humanoid robot Rollin’ Justin.
| Item URL in elib: | https://elib.dlr.de/88388/ | |||||||||
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| Document Type: | Conference or Workshop Item (Speech) | |||||||||
| Additional Information: | Presented at IROS 2013 Workshop: AI-based Robotics, Tokyo, Japan, Thursday, November 7th, 2013 | |||||||||
| Title: | Hybrid Reasoning for Mobile Manipulation based on Object Knowledge | |||||||||
| Authors: |
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| Date: | 7 November 2013 | |||||||||
| Journal or Publication Title: | Workshop on AI-based Robotics at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) | |||||||||
| Refereed publication: | No | |||||||||
| Open Access: | Yes | |||||||||
| Gold Open Access: | No | |||||||||
| In SCOPUS: | No | |||||||||
| In ISI Web of Science: | No | |||||||||
| Status: | Published | |||||||||
| Keywords: | Mobile Manipulation, Hybrid Reasoning, Knowledge, Artificial Intelligence | |||||||||
| Event Title: | Workshop on AI-based Robotics at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) | |||||||||
| Event Location: | Tokyo, Japan | |||||||||
| Event Type: | Workshop | |||||||||
| Event Dates: | Thursday, November 7th, 2013 | |||||||||
| HGF - Research field: | Aeronautics, Space and Transport | |||||||||
| HGF - Program: | Space | |||||||||
| HGF - Program Themes: | Space Technology | |||||||||
| DLR - Research area: | Raumfahrt | |||||||||
| DLR - Program: | R SY - Technik für Raumfahrtsysteme | |||||||||
| DLR - Research theme (Project): | R - Vorhaben on Orbit Servicing | |||||||||
| Location: | Oberpfaffenhofen | |||||||||
| Institutes and Institutions: | Institute of Robotics and Mechatronics (since 2013) > Autonomy and Teleoperation | |||||||||
| Deposited By: | Leidner, Daniel | |||||||||
| Deposited On: | 20 Oct 2014 14:12 | |||||||||
| Last Modified: | 31 Jul 2019 19:45 |
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