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Housekeeping Using Multi-Agent Service Robotics
University of Engineering & Technology, Mechatronics Engineering Department, Taxila, Pakistan.
University of Engineering & Technology, Mechatronics Engineering Department, Taxila, Pakistan.
University of Engineering & Technology, Mechatronics Engineering Department, Taxila, Pakistan.
University of Engineering & Technology, Mechatronics Engineering Department, Taxila, Pakistan.
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2023 (engelsk)Inngår i: 2023 International Conference on Robotics and Automation in Industry, ICRAI 2023, Institute of Electrical and Electronics Engineers (IEEE), 2023, artikkel-id 187834Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Service robotics in dynamic environments is a challenging yet exciting field that has witnessed incredible advances in the last few decades. The credit for these advancements goes to artificial intelligence and robotics technological progressions. The housekeeping domain is an example of a service robotics domain. A high-level task planner can compute a plan of action, while low-level functionalities like perception and motion planning can ensure feasibility. We propose a solution to the housekeeping problem that utilizes the expressiveness of action language C+ to formalize actions and compute an action plan. To check for feasibility in the real world, we execute the action plans in a physics simulator, GAZEBO. We also propose benchmark instances for the housekeeping domain and evaluate our planning and execution times approach. We report possible execution failures for the benchmark instances and offer plausible solutions, such as hybrid planning, plan execution monitoring, and conditional planning.

sted, utgiver, år, opplag, sider
Institute of Electrical and Electronics Engineers (IEEE), 2023. artikkel-id 187834
Emneord [en]
Action languages, autonomous navi-gation, housekeeping, manipulation, monitoring, plan execution, robotic simulations, service robotics, Benchmarking, C++ (programming language), Multi agent systems, Robot programming, Action language, Action plan, Dynamic environments, Multi agent, Robotic simulation, Motion planning
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Identifikatorer
URN: urn:nbn:se:oru:diva-118340DOI: 10.1109/ICRAI57502.2023.10089576Scopus ID: 2-s2.0-85153568089ISBN: 9781665464727 (digital)ISBN: 9781665464703 (tryckt)ISBN: 9781665464734 (tryckt)OAI: oai:DiVA.org:oru-118340DiVA, id: diva2:1926839
Konferanse
2023 International Conference on Robotics and Automation in Industry, ICRAI 2023, Peshawar, Pakistan
Tilgjengelig fra: 2025-01-13 Laget: 2025-01-13 Sist oppdatert: 2025-01-13bibliografisk kontrollert

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