Being part of the RoboCup initiative, the RoboCup@Home league targets the development and deployment of autonomous service and assistive robot technology being essential for future personal domestic applications. The domain of domestic service and assistive robotics implicates a wide range of possible problems. The primary reasons for this include the large amount of uncertainty in the dynamic and non-standardized environments of the real world, and the related human interaction. Furthermore, the application orientation requires a large effort towards high level integration combined with a demand for general robustness of the systems. This article details the need for interdisciplinary community effort to iteratively identify related problems, to define benchmarks, to test and, finally, to solve the problems. The concepts and the implementation of the RoboCup@Home initiative as a combination of scientific exchange and competition is presented as an effi cient method to accelerate and focus technological and scientific progress in the domain of domestic service robots. Finally, the progress in terms of performance increase in the benchmarks and technological advancements is evaluated and discussed. Keywords: Domestic Service Robotics, Application, Uncertainty, Benchmark, Competition, Human–Robot Interaction, RoboCup@Home
2025. 2025 IEEE/SICE International Symposium on System Integration (SII), ► pp. 43 ff.
Inamura, Tetsunari & Hiroyuki Okada
2025. Tamagawa University: Advanced Intelligence & Robotics (AIBot) Research Center in Brain Science Institute. Journal of Robotics and Mechatronics 37:3 ► pp. 574 ff.
Kanaoka, Daiju, Yuichiro Tanaka & Hakaru Tamukoh
2025. Simple open-set recognition combining metric learning and anomaly detection. Advanced Robotics 39:7 ► pp. 368 ff.
Leebron, Benjamin H., Kejia Ren, Yiting Chen & Kaiyu Hang
2025. 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), ► pp. 8511 ff.
Pandey, Amit Kumar
2025. Introduction to Social Robotics: An Intersection of Robotics and Society. In Robotics Goes MOOC, ► pp. 409 ff.
Xu, Haifeng, Chunwen Li, Xiaohu Yuan, Tao Zhi & Huaping Liu
2025. A simulated dataset for proactive robot task inference from streaming natural language dialogues. Scientific Data 12:1
Ma, Anji, Guoyi Chi, Serena Ivaldi & Lipeng Chen
2024. Learning high-level robotic manipulation actions with visual predictive model. Complex & Intelligent Systems 10:1 ► pp. 811 ff.
2024. 2024 IEEE International Conference on Robotics and Automation (ICRA), ► pp. 17395 ff.
Armênio, Gustavo Fardo, João Alberto Fabro, Renzo De Rosa Tognella, Felipe Pierre Conter, Marlon Vaz De Oliveira & Everson De Souza Silva
2023. 2023 Latin American Robotics Symposium (LARS), 2023 Brazilian Symposium on Robotics (SBR), and 2023 Workshop on Robotics in Education (WRE), ► pp. 478 ff.
Contreras, Luis, Jesus Savage, Stephany Ortuno-Chanelo, Marco Negrete, Arata Sakamaki & Hiroyuki Okada
2023. Fail It till You Make It: Error Expectation in Complex-Plan Execution for Service Robots. In Interactive Collaborative Robotics [Lecture Notes in Computer Science, 14214], ► pp. 36 ff.
De Pellegrin, Emanuele, Ronnie Smith, Scott MacLeod, Mauro Dragone & Ronald P. A. Petrick
2023. Towards Multimodal Sensing and Interaction for Assistive Autonomous Robots. In Towards Autonomous Robotic Systems [Lecture Notes in Computer Science, 14136], ► pp. 162 ff.
Iovino, Matteo, Julian Förster, Pietro Falco, Jen Jen Chung, Roland Siegwart & Christian Smith
2023. 2023 IEEE International Conference on Robotics and Automation (ICRA), ► pp. 5807 ff.
Iovino, Matteo, Julian Förster, Pietro Falco, Jen Jen Chung, Roland Siegwart & Christian Smith
2025. Comparison Between Behavior Trees and Finite State Machines. IEEE Transactions on Automation Science and Engineering 22 ► pp. 21098 ff.
Lingelbach, Michael, Chengshu Li, Minjune Hwang, Andrey Kurenkov, Alan Lou, Roberto Martín-Martín, Ruohan Zhang, Li Fei-Fei & Jiajun Wu
2023. 2023 IEEE International Conference on Robotics and Automation (ICRA), ► pp. 886 ff.
2023. Design of a competition specifically for spoken dialogue with a humanoid robot. Advanced Robotics 37:21 ► pp. 1349 ff.
Peña, Federico, Manuel Eirea, Mercedes Marzoa Tanco & Federico Andrade
2023. 2023 Latin American Robotics Symposium (LARS), 2023 Brazilian Symposium on Robotics (SBR), and 2023 Workshop on Robotics in Education (WRE), ► pp. 1 ff.
2023. Biomimetic Approaches for Human Arm Motion Generation: Literature Review and Future Directions. Sensors 23:8 ► pp. 3912 ff.
Müller, Daniel, Niklas Yann Wettengel & Dietrich Paulus
2022. homerUniKoblenz: Winning Team of the RoboCup Virtual Home Open Platform League 2021. In RoboCup 2021: Robot World Cup XXIV [Lecture Notes in Computer Science, 13132], ► pp. 283 ff.
Tawiah, Thomas
2022. Machine Learning and Cognitive Robotics: Opportunities and Challenges. In Cognitive Robotics and Adaptive Behaviors,
2021. 2021 Latin American Robotics Symposium (LARS), 2021 Brazilian Symposium on Robotics (SBR), and 2021 Workshop on Robotics in Education (WRE), ► pp. 25 ff.
Contreras, Luis & Hiroyuki Okada
2021. Personal and Domestic Robotics. In Encyclopedia of Robotics, ► pp. 1 ff.
Kramer, Ivanna, Raphael Memmesheimer & Dietrich Paulus
2021. 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS), ► pp. 1 ff.
Villamar Gómez, L. & J. Miura
2021. Ontology-based knowledge management with verbal interaction for command interpretation and execution by home service robots. Robotics and Autonomous Systems 140 ► pp. 103763 ff.
2020. Flexible, adaptive industrial assembly: driving innovation through competition. Intelligent Service Robotics 13:1 ► pp. 169 ff.
Ishida, Yutaro & Hakaru Tamukoh
2020. Semi-Automatic Dataset Generation for Object Detection and Recognition and its Evaluation on Domestic Service Robots. Journal of Robotics and Mechatronics 32:1 ► pp. 245 ff.
Murtagh, Andrew, Patrick Lynch & Conor McGinn
2020. 2020 Fourth IEEE International Conference on Robotic Computing (IRC), ► pp. 248 ff.
Yang, Boling, Patrick E. Lancaster, Siddhartha S. Srinivasa & Joshua R. Smith
2020. Benchmarking Robot Manipulation With the Rubik's Cube. IEEE Robotics and Automation Letters 5:2 ► pp. 2094 ff.
Alvarez-Aparicio, Claudia, Angel M. Guerrero-Higueras, Francisco J. Rodriguez-Lera, M. Carmen Calvo Olivera, Vicente Matellan Olivera, Jonatan Gines Clavero & Francisco Martin Rico
2019. 2019 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), ► pp. 1 ff.
Garcia Ricardez, Gustavo Alfonso, Jun Takamatsu & Tsukasa Ogasawara
2019. Key Technologies for Collaborative Robots in Front-end Retail Automation. Journal of the Robotics Society of Japan 37:10 ► pp. 934 ff.
2019. Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, ► pp. 264 ff.
Matamoros, Mauricio, Karin Harbusch & Dietrich Paulus
2019. From Commands to Goal-Based Dialogs: A Roadmap to Achieve Natural Language Interaction in RoboCupHome. In RoboCup 2018: Robot World Cup XXII [Lecture Notes in Computer Science, 11374], ► pp. 217 ff.
MATAMOROS, Mauricio, Viktor SEIB & Dietrich PAULUS
2019. 2019 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), ► pp. 1 ff.
Memmesheimer, Raphael, Ivanna Kramer, Viktor Seib & Dietrich Paulus
2019. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), ► pp. 5243 ff.
Schwarz, Max & Sven Behnke
2019. Semantic RGB-D Perception for Cognitive Service Robots. In RGB-D Image Analysis and Processing [Advances in Computer Vision and Pattern Recognition, ], ► pp. 285 ff.
Shuai, Wei & Xiao-ping Chen
2019. KeJia: towards an autonomous service robot with tolerance of unexpected environmental changes. Frontiers of Information Technology & Electronic Engineering 20:3 ► pp. 307 ff.
Álvarez-Aparicio, Claudia, Ángel Manuel Guerrero-Higueras, Francisco Javier Rodríguez-Lera, Jonatan Ginés Clavero, Francisco Martín Rico & Vicente Matellán
2019. People Detection and Tracking Using LIDAR Sensors. Robotics 8:3 ► pp. 75 ff.
Huamán Quispe, Ana, Heni Ben Amor & Henrik I. Christensen
2018. A Taxonomy of Benchmark Tasks for Robot Manipulation. In Robotics Research [Springer Proceedings in Advanced Robotics, 2], ► pp. 405 ff.
Ishida, Yutaro, Takashi Morie & Hakaru Tamukoh
2018. 2018 IEEE International Symposium on Circuits and Systems (ISCAS), ► pp. 1 ff.
Ishida, Yutaro, Takashi Morie & Hakaru Tamukoh
2020. A hardware intelligent processing accelerator for domestic service robots. Advanced Robotics 34:14 ► pp. 947 ff.
Lee, Beom-Jin, Jinyoung Choi, Christina Baek & Byoung-Tak Zhang
2018. 2018 IEEE International Conference on Robotics and Automation (ICRA), ► pp. 7189 ff.
Memmesheimer, Raphael, Ivanna Mykhalchyshyna & Dietrich Paulus
2018. 2018 International Conference on Intelligent Systems (IS), ► pp. 813 ff.
Neumann, Nils, Sebastian Meyer zu Borgsen, Phillip Lucking & Sven Wachsmuth
2018. 2018 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), ► pp. 243 ff.
Rodriguez, Igor, Aitzol Astigarraga, Elena Lazkano, José María Martínez-Otzeta & Inigo Mendialdua
2018. Robots on stage: A cognitive framework for socially interacting robots. Biologically Inspired Cognitive Architectures 25 ► pp. 17 ff.
Sanfilippo, Filippo, Lars Ivar Hatledal, Kristin Ytterstad Pettersen & Houxiang Zhang
2018. A Benchmarking Framework for Control Methods of Maritime Cranes Based on the Functional Mockup Interface. IEEE Journal of Oceanic Engineering 43:2 ► pp. 468 ff.
2018. The Seednoid Robot Platform: Designing a Multipurpose Compact Robot From Continuous Evaluation and Lessons From Competitions. IEEE Robotics and Automation Letters 3:4 ► pp. 3983 ff.
Zeylikman, Sofya, Sarah Widder, Alessandro Roncone, Olivier Mangin & Brian Scassellati
2018. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), ► pp. 1845 ff.
2017. Metrics and benchmarks in human-robot interaction: Recent advances in cognitive robotics. Cognitive Systems Research 43 ► pp. 313 ff.
Cho, Mi-Young & Young-Sook Jeong
2017. 2017 19th International Conference on Advanced Communication Technology (ICACT), ► pp. 847 ff.
Khandelwal, Piyush, Shiqi Zhang, Jivko Sinapov, Matteo Leonetti, Jesse Thomason, Fangkai Yang, Ilaria Gori, Maxwell Svetlik, Priyanka Khante, Vladimir Lifschitz, J. K. Aggarwal, Raymond Mooney & Peter Stone
2017. BWIBots: A platform for bridging the gap between AI and human–robot interaction research. The International Journal of Robotics Research 36:5-7 ► pp. 635 ff.
Leitner, Jurgen, Adam W. Tow, Niko Sunderhauf, Jake E. Dean, Joseph W. Durham, Matthew Cooper, Markus Eich, Christopher Lehnert, Ruben Mangels, Christopher McCool, Peter T. Kujala, Lachlan Nicholson, Trung Pham, James Sergeant, Liao Wu, Fangyi Zhang, Ben Upcroft & Peter Corke
2017. 2017 IEEE International Conference on Robotics and Automation (ICRA), ► pp. 4705 ff.
Zug, Sebastian, Tim Niemueller, Nico Hochgeschwender, Kai Seidensticker, Martin Seidel, Tim Friedrich, Tobias Neumann, Ulrich Karras, Gerhard K. Kraetzschmar & Alexander Ferrein
2017. An Integration Challenge to Bridge the Gap Among Industry-Inspired RoboCup Leagues. In RoboCup 2016: Robot World Cup XX [Lecture Notes in Computer Science, 9776], ► pp. 157 ff.
Eppe, Manfred, Sean Trott & Jerome Feldman
2016. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), ► pp. 731 ff.
Ferrein, Alexander, Stefan Schiffer, Tracy Booysen & Riaan Stopforth
2016. Why it is harder to run RoboCup in South Africa. International Journal of Advanced Robotic Systems 13:5
Meza, Ivan, Caleb Rascon, Gibran Fuentes & Luis A. Pineda
2016. On Indexicality, Direction of Arrival of Sound Sources, and Human-Robot Interaction. Journal of Robotics 2016 ► pp. 1 ff.
Nardi, Daniele, Jonathan Roberts, Manuela Veloso & Luke Fletcher
2016. Robotics Competitions and Challenges. In Springer Handbook of Robotics [Springer Handbooks, ], ► pp. 1759 ff.
Oistad, Benjamin C., Catherine E. Sembroski, Kathryn A. Gates, Margaret M. Krupp, Marlena R. Fraune & Selma Šabanović
2016. Colleague or Tool? Interactivity Increases Positive Perceptions of and Willingness to Interact with a Robotic Co-worker. In Social Robotics [Lecture Notes in Computer Science, 9979], ► pp. 774 ff.
Rennie, Colin, Rahul Shome, Kostas E. Bekris & Alberto F. De Souza
2016. A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-and-Place. IEEE Robotics and Automation Letters 1:2 ► pp. 1179 ff.
Schiffer, Stefan
2016. Integrating Qualitative Reasoning and Human-Robot Interaction in Domestic Service Robotics. KI - Künstliche Intelligenz 30:3-4 ► pp. 257 ff.
Stückler, Jörg, Max Schwarz & Sven Behnke
2016. Mobile Manipulation, Tool Use, and Intuitive Interaction for Cognitive Service Robot Cosero. Frontiers in Robotics and AI 3
2015. KeJia-LC: A Low-Cost Mobile Robot Platform — Champion of Demo Challenge on Benchmarking Service Robots at RoboCup 2015. In RoboCup 2015: Robot World Cup XIX [Lecture Notes in Computer Science, 9513], ► pp. 60 ff.
2015. Synthetical Benchmarking of Service Robots: A First Effort on Domestic Mobile Platforms. In RoboCup 2015: Robot World Cup XIX [Lecture Notes in Computer Science, 9513], ► pp. 377 ff.
2015. 2015 European Conference on Mobile Robots (ECMR), ► pp. 1 ff.
Eksiri, Akkharaphong & Tetsuya Kimura
2015. Restaurant Service Robots Development in Thailand and Their Real Environment Evaluation. Journal of Robotics and Mechatronics 27:1 ► pp. 91 ff.
Iocchi, Luca, Dirk Holz, Javier Ruiz-del-Solar, Komei Sugiura & Tijn van der Zant
2015. RoboCupHome: Analysis and results of evolving competitions for domestic and service robots. Artificial Intelligence 229 ► pp. 258 ff.
Mohan, Rajesh Elara, Ning Tan, Katrine Tjoelsen & Ricardo Sosa
2015. Designing the robot inclusive space challenge. Digital Communications and Networks 1:4 ► pp. 267 ff.
Niemueller, Tim, Sebastian Reuter, Alexander Ferrein, Sabina Jeschke & Gerhard Lakemeyer
2015. Evaluation of the RoboCup Logistics League and Derived Criteria for Future Competitions. In RoboCup 2015: Robot World Cup XIX [Lecture Notes in Computer Science, 9513], ► pp. 31 ff.
Niemueller, Tim, Sebastian Reuter, Alexander Ferrein, Sabina Jeschke & Gerhard Lakemeyer
2016. Evaluation of the RoboCup Logistics League and Derived Criteria for Future Competitions. In Automation, Communication and Cybernetics in Science and Engineering 2015/2016, ► pp. 591 ff.
Kikkeri, Harsha, Gershon Parent, Mihai Jalobeanu & Stan Birchfield
2014. 2014 IEEE International Conference on Robotics and Automation (ICRA), ► pp. 4100 ff.
Nardi, Daniele, Itsuki Noda, Fernando Ribeiro, Peter Stone, Oskar von Stryk & Manuela Veloso
2014. RoboCup Soccer Leagues. AI Magazine 35:3 ► pp. 77 ff.
Ramaswamy, Arunkumar, Bruno Monsuez & Adriana Tapus
2014. 2014 13th International Conference on Control Automation Robotics & Vision (ICARCV), ► pp. 1911 ff.
Ramaswamy, Arunkumar, Bruno Monsuez & Adriana Tapus
2020. Formal Specification of Robotic Architectures for Experimental Robotics. In Metrics of Sensory Motor Coordination and Integration in Robots and Animals [Cognitive Systems Monographs, 36], ► pp. 15 ff.
Stückler, Jörg, David Droeschel, Kathrin Gräve, Dirk Holz, Michael Schreiber, Angeliki Topalidou-Kyniazopoulou, Max Schwarz & Sven Behnke
2014. Increasing Flexibility of Mobile Manipulation and Intuitive Human-Robot Interaction in RoboCupHome. In RoboCup 2013: Robot World Cup XVII [Lecture Notes in Computer Science, 8371], ► pp. 135 ff.
Elara, Mohan Rajesh, Nicolas Rojas, Ricardo Sosa & John Kaisner
2013. 2013 6th IEEE Conference on Robotics, Automation and Mechatronics (RAM), ► pp. 73 ff.
2013. Simulation Competitions on Domestic Robots. In RoboCup 2012: Robot Soccer World Cup XVI [Lecture Notes in Computer Science, 7500], ► pp. 166 ff.
Schiffer, Stefan, Niklas Hoppe & Gerhard Lakemeyer
2013. Natural Language Interpretation for an Interactive Service Robot in Domestic Domains. In Agents and Artificial Intelligence [Communications in Computer and Information Science, 358], ► pp. 39 ff.
2013. Human-Robot Interaction between Virtual and Real Worlds: Motivation from RoboCup Home. In Social Robotics [Lecture Notes in Computer Science, 8239], ► pp. 239 ff.
Breuer, Thomas, Geovanny R. Giorgana Macedo, Ronny Hartanto, Nico Hochgeschwender, Dirk Holz, Frederik Hegger, Zha Jin, Christian Müller, Jan Paulus, Michael Reckhaus, José Antonio Álvarez Ruiz, Paul G. Plöger & Gerhard K. Kraetzschmar
2012. Johnny: An Autonomous Service Robot for Domestic Environments. Journal of Intelligent & Robotic Systems 66:1-2 ► pp. 245 ff.
Correa, Mauricio, Gabriel Hermosilla, Rodrigo Verschae & Javier Ruiz-del-Solar
2012. Human Detection and Identification by Robots Using Thermal and Visual Information in Domestic Environments. Journal of Intelligent & Robotic Systems 66:1-2 ► pp. 223 ff.
Iocchi, Luca, Javier Ruiz-del-Solar & Tijn van der Zant
2012. Domestic Service Robots in the Real World. Journal of Intelligent & Robotic Systems 66:1-2 ► pp. 183 ff.
Iocchi, Luca, Javier Ruiz-del-Solar & Tijn van der Zant
2014. Advances in Domestic Service Robots in the Real World. Journal of Intelligent & Robotic Systems 76:1 ► pp. 3 ff.
Stuckler, J. & S. Behnke
2012. 2012 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), ► pp. 1 ff.
Stuckler, Jorg, Dirk Holz & Sven Behnke
2012. RoboCupHome: Demonstrating Everyday Manipulation Skills in RoboCupHome. IEEE Robotics & Automation Magazine 19:2 ► pp. 34 ff.
Stückler, Jörg, David Droeschel, Kathrin Gräve, Dirk Holz, Jochen Kläß, Michael Schreiber, Ricarda Steffens & Sven Behnke
2012. Towards Robust Mobility, Flexible Object Manipulation, and Intuitive Multimodal Interaction for Domestic Service Robots. In RoboCup 2011: Robot Soccer World Cup XV [Lecture Notes in Computer Science, 7416], ► pp. 51 ff.
van der Zant, Tijn
2012. Adaptivity on the Robot Brain Architecture Level Using Reinforcement Learning. In RoboCup 2011: Robot Soccer World Cup XV [Lecture Notes in Computer Science, 7416], ► pp. 528 ff.
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