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BibTeX records: Daniel Kappler

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@inproceedings{DBLP:conf/icra/ChenXIRGRSK23,
  author       = {Boyuan Chen and
                  Fei Xia and
                  Brian Ichter and
                  Kanishka Rao and
                  Keerthana Gopalakrishnan and
                  Michael S. Ryoo and
                  Austin Stone and
                  Daniel Kappler},
  title        = {Open-vocabulary Queryable Scene Representations for Real World Planning},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2023, London, UK, May 29 - June 2, 2023},
  pages        = {11509--11522},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICRA48891.2023.10161534},
  doi          = {10.1109/ICRA48891.2023.10161534},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icra/ChenXIRGRSK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/HerzogRHLWYLAXK23,
  author       = {Alexander Herzog and
                  Kanishka Rao and
                  Karol Hausman and
                  Yao Lu and
                  Paul Wohlhart and
                  Mengyuan Yan and
                  Jessica Lin and
                  Montserrat Gonzalez Arenas and
                  Ted Xiao and
                  Daniel Kappler and
                  Daniel Ho and
                  Jarek Rettinghouse and
                  Yevgen Chebotar and
                  Kuang{-}Huei Lee and
                  Keerthana Gopalakrishnan and
                  Ryan Julian and
                  Adrian Li and
                  Chuyuan Fu and
                  Bob Wei and
                  Sangeetha Ramesh and
                  Khem Holden and
                  Kim Kleiven and
                  David J. Rendleman and
                  Sean Kirmani and
                  Jeffrey T. Bingham and
                  Jonathan Weisz and
                  Ying Xu and
                  Wenlong Lu and
                  Matthew Bennice and
                  Cody Fong and
                  David Do and
                  Jessica Lam and
                  Yunfei Bai and
                  Benjie Holson and
                  Michael Quinlan and
                  Noah Brown and
                  Mrinal Kalakrishnan and
                  Julian Ibarz and
                  Peter Pastor and
                  Sergey Levine},
  editor       = {Kostas E. Bekris and
                  Kris Hauser and
                  Sylvia L. Herbert and
                  Jingjin Yu},
  title        = {Deep {RL} at Scale: Sorting Waste in Office Buildings with a Fleet
                  of Mobile Manipulators},
  booktitle    = {Robotics: Science and Systems XIX, Daegu, Republic of Korea, July
                  10-14, 2023},
  year         = {2023},
  url          = {https://doi.org/10.15607/RSS.2023.XIX.022},
  doi          = {10.15607/RSS.2023.XIX.022},
  timestamp    = {Wed, 05 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/rss/HerzogRHLWYLAXK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03270,
  author       = {Alexander Herzog and
                  Kanishka Rao and
                  Karol Hausman and
                  Yao Lu and
                  Paul Wohlhart and
                  Mengyuan Yan and
                  Jessica Lin and
                  Montserrat Gonzalez Arenas and
                  Ted Xiao and
                  Daniel Kappler and
                  Daniel Ho and
                  Jarek Rettinghouse and
                  Yevgen Chebotar and
                  Kuang{-}Huei Lee and
                  Keerthana Gopalakrishnan and
                  Ryan Julian and
                  Adrian Li and
                  Chuyuan Kelly Fu and
                  Bob Wei and
                  Sangeetha Ramesh and
                  Khem Holden and
                  Kim Kleiven and
                  David Rendleman and
                  Sean Kirmani and
                  Jeffrey T. Bingham and
                  Jonathan Weisz and
                  Ying Xu and
                  Wenlong Lu and
                  Matthew Bennice and
                  Cody Fong and
                  David Do and
                  Jessica Lam and
                  Yunfei Bai and
                  Benjie Holson and
                  Michael Quinlan and
                  Noah Brown and
                  Mrinal Kalakrishnan and
                  Julian Ibarz and
                  Peter Pastor and
                  Sergey Levine},
  title        = {Deep {RL} at Scale: Sorting Waste in Office Buildings with a Fleet
                  of Mobile Manipulators},
  journal      = {CoRR},
  volume       = {abs/2305.03270},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.03270},
  doi          = {10.48550/ARXIV.2305.03270},
  eprinttype    = {arXiv},
  eprint       = {2305.03270},
  timestamp    = {Wed, 05 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-03270.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02005,
  author       = {Eric Jang and
                  Alex Irpan and
                  Mohi Khansari and
                  Daniel Kappler and
                  Frederik Ebert and
                  Corey Lynch and
                  Sergey Levine and
                  Chelsea Finn},
  title        = {{BC-Z:} Zero-Shot Task Generalization with Robotic Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/2202.02005},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.02005},
  eprinttype    = {arXiv},
  eprint       = {2202.02005},
  timestamp    = {Wed, 09 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-02005.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09874,
  author       = {Boyuan Chen and
                  Fei Xia and
                  Brian Ichter and
                  Kanishka Rao and
                  Keerthana Gopalakrishnan and
                  Michael S. Ryoo and
                  Austin Stone and
                  Daniel Kappler},
  title        = {Open-vocabulary Queryable Scene Representations for Real World Planning},
  journal      = {CoRR},
  volume       = {abs/2209.09874},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.09874},
  doi          = {10.48550/ARXIV.2209.09874},
  eprinttype    = {arXiv},
  eprint       = {2209.09874},
  timestamp    = {Tue, 12 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-09874.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/JangIKKELLF21,
  author       = {Eric Jang and
                  Alex Irpan and
                  Mohi Khansari and
                  Daniel Kappler and
                  Frederik Ebert and
                  Corey Lynch and
                  Sergey Levine and
                  Chelsea Finn},
  editor       = {Aleksandra Faust and
                  David Hsu and
                  Gerhard Neumann},
  title        = {{BC-Z:} Zero-Shot Task Generalization with Robotic Imitation Learning},
  booktitle    = {Conference on Robot Learning, 8-11 November 2021, London, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {164},
  pages        = {991--1002},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v164/jang22a.html},
  timestamp    = {Wed, 19 Jan 2022 17:10:33 +0100},
  biburl       = {https://dblp.org/rec/conf/corl/JangIKKELLF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhouJKHKWBKLF20,
  author       = {Allan Zhou and
                  Eric Jang and
                  Daniel Kappler and
                  Alexander Herzog and
                  Mohi Khansari and
                  Paul Wohlhart and
                  Yunfei Bai and
                  Mrinal Kalakrishnan and
                  Sergey Levine and
                  Chelsea Finn},
  title        = {Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=SJg5J6NtDr},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ZhouJKHKWBKLF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SinghJIKDLKF20,
  author       = {Avi Singh and
                  Eric Jang and
                  Alexander Irpan and
                  Daniel Kappler and
                  Murtaza Dalal and
                  Sergey Levine and
                  Mohi Khansari and
                  Chelsea Finn},
  title        = {Scalable Multi-Task Imitation Learning with Autonomous Improvement},
  booktitle    = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2020, Paris, France, May 31 - August 31, 2020},
  pages        = {2167--2173},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICRA40945.2020.9197020},
  doi          = {10.1109/ICRA40945.2020.9197020},
  timestamp    = {Mon, 28 Sep 2020 12:19:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/SinghJIKDLKF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KhansariKLBK20,
  author       = {Mohi Khansari and
                  Daniel Kappler and
                  Jianlan Luo and
                  Jeffrey T. Bingham and
                  Mrinal Kalakrishnan},
  title        = {Action Image Representation: Learning Scalable Deep Grasping Policies
                  with Zero Real World Data},
  booktitle    = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2020, Paris, France, May 31 - August 31, 2020},
  pages        = {3597--3603},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICRA40945.2020.9197415},
  doi          = {10.1109/ICRA40945.2020.9197415},
  timestamp    = {Wed, 05 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icra/KhansariKLBK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02636,
  author       = {Avi Singh and
                  Eric Jang and
                  Alexander Irpan and
                  Daniel Kappler and
                  Murtaza Dalal and
                  Sergey Levine and
                  Mohi Khansari and
                  Chelsea Finn},
  title        = {Scalable Multi-Task Imitation Learning with Autonomous Improvement},
  journal      = {CoRR},
  volume       = {abs/2003.02636},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.02636},
  eprinttype    = {arXiv},
  eprint       = {2003.02636},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-02636.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06594,
  author       = {Mohi Khansari and
                  Daniel Kappler and
                  Jianlan Luo and
                  Jeffrey T. Bingham and
                  Mrinal Kalakrishnan},
  title        = {Action Image Representation: Learning Scalable Deep Grasping Policies
                  with Zero Real World Data},
  journal      = {CoRR},
  volume       = {abs/2005.06594},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.06594},
  eprinttype    = {arXiv},
  eprint       = {2005.06594},
  timestamp    = {Wed, 05 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-06594.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Kappler19,
  author       = {Daniel Kappler},
  title        = {Combining Model-Based with Learning-Based Approaches for Autonomous
                  Manipulation},
  school       = {Karlsruhe University, Germany},
  year         = {2019},
  url          = {https://publikationen.bibliothek.kit.edu/1000096647},
  doi          = {10.5445/IR/1000096647},
  timestamp    = {Wed, 28 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Kappler19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/RubertKBM19,
  author       = {Carlos Rubert and
                  Daniel Kappler and
                  Jeannette Bohg and
                  Antonio Morales},
  title        = {Predicting grasp success in the real world - {A} study of quality
                  metrics and human assessment},
  journal      = {Robotics Auton. Syst.},
  volume       = {121},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.robot.2019.103274},
  doi          = {10.1016/J.ROBOT.2019.103274},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ras/RubertKBM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MerzicBKRB19,
  author       = {Hamza Merzic and
                  Miroslav Bogdanovic and
                  Daniel Kappler and
                  Ludovic Righetti and
                  Jeannette Bohg},
  title        = {Leveraging Contact Forces for Learning to Grasp},
  booktitle    = {International Conference on Robotics and Automation, {ICRA} 2019,
                  Montreal, QC, Canada, May 20-24, 2019},
  pages        = {3615--3621},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICRA.2019.8793733},
  doi          = {10.1109/ICRA.2019.8793733},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/MerzicBKRB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03352,
  author       = {Allan Zhou and
                  Eric Jang and
                  Daniel Kappler and
                  Alexander Herzog and
                  Mohi Khansari and
                  Paul Wohlhart and
                  Yunfei Bai and
                  Mrinal Kalakrishnan and
                  Sergey Levine and
                  Chelsea Finn},
  title        = {Watch, Try, Learn: Meta-Learning from Demonstrations and Reward},
  journal      = {CoRR},
  volume       = {abs/1906.03352},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.03352},
  eprinttype    = {arXiv},
  eprint       = {1906.03352},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-03352.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/KapplerMIMCWBSR18,
  author       = {Daniel Kappler and
                  Franziska Meier and
                  Jan Issac and
                  Jim Mainprice and
                  Cristina Garcia Cifuentes and
                  Manuel Wuthrich and
                  Vincent Berenz and
                  Stefan Schaal and
                  Nathan D. Ratliff and
                  Jeannette Bohg},
  title        = {Real-Time Perception Meets Reactive Motion Generation},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {3},
  number       = {3},
  pages        = {1864--1871},
  year         = {2018},
  url          = {https://doi.org/10.1109/LRA.2018.2795645},
  doi          = {10.1109/LRA.2018.2795645},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ral/KapplerMIMCWBSR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ever/SoltesKKL18,
  author       = {Martin Soltes and
                  Daniel Kappler and
                  Sascha Koberstaedt and
                  Markus Lienkamp},
  title        = {A case study of a framework for user-centered hardware development
                  based on the aCar electric vehicle project},
  booktitle    = {Thirteenth International Conference on Ecological Vehicles and Renewable
                  Energies, {EVER} 2018, Monte-Carlo, Monaco, April 10-12, 2018},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/EVER.2018.8362409},
  doi          = {10.1109/EVER.2018.8362409},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ever/SoltesKKL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MeierKS18,
  author       = {Franziska Meier and
                  Daniel Kappler and
                  Stefan Schaal},
  title        = {Online Learning of a Memory for Learning Rates},
  booktitle    = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2018, Brisbane, Australia, May 21-25, 2018},
  pages        = {2425--2432},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICRA.2018.8460625},
  doi          = {10.1109/ICRA.2018.8460625},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/MeierKS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-02854,
  author       = {Nathan D. Ratliff and
                  Jan Issac and
                  Daniel Kappler},
  title        = {Riemannian Motion Policies},
  journal      = {CoRR},
  volume       = {abs/1801.02854},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.02854},
  eprinttype    = {arXiv},
  eprint       = {1801.02854},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-02854.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03276,
  author       = {Carlos Rubert and
                  Daniel Kappler and
                  Jeannette Bohg and
                  Antonio Morales},
  title        = {Grasp success prediction with quality metrics},
  journal      = {CoRR},
  volume       = {abs/1809.03276},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.03276},
  eprinttype    = {arXiv},
  eprint       = {1809.03276},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-03276.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07004,
  author       = {Hamza Merzic and
                  Miroslav Bogdanovic and
                  Daniel Kappler and
                  Ludovic Righetti and
                  Jeannette Bohg},
  title        = {Leveraging Contact Forces for Learning to Grasp},
  journal      = {CoRR},
  volume       = {abs/1809.07004},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.07004},
  eprinttype    = {arXiv},
  eprint       = {1809.07004},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-07004.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/ProkudinKNG17,
  author       = {Sergey Prokudin and
                  Daniel Kappler and
                  Sebastian Nowozin and
                  Peter V. Gehler},
  editor       = {Volker Roth and
                  Thomas Vetter},
  title        = {Learning to Filter Object Detections},
  booktitle    = {Pattern Recognition - 39th German Conference, {GCPR} 2017, Basel,
                  Switzerland, September 12-15, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10496},
  pages        = {52--62},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-66709-6\_5},
  doi          = {10.1007/978-3-319-66709-6\_5},
  timestamp    = {Mon, 26 Jun 2023 20:48:30 +0200},
  biburl       = {https://dblp.org/rec/conf/dagm/ProkudinKNG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/RubertKMSB17,
  author       = {Carlos Rubert and
                  Daniel Kappler and
                  Antonio Morales and
                  Stefan Schaal and
                  Jeannette Bohg},
  title        = {On the relevance of grasp metrics for predicting grasp success},
  booktitle    = {2017 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2017, Vancouver, BC, Canada, September 24-28, 2017},
  pages        = {265--272},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IROS.2017.8202167},
  doi          = {10.1109/IROS.2017.8202167},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/RubertKMSB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/KapplerMRS17,
  author       = {Daniel Kappler and
                  Franziska Meier and
                  Nathan D. Ratliff and
                  Stefan Schaal},
  title        = {A new data source for inverse dynamics learning},
  booktitle    = {2017 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2017, Vancouver, BC, Canada, September 24-28, 2017},
  pages        = {4723--4730},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IROS.2017.8206345},
  doi          = {10.1109/IROS.2017.8206345},
  timestamp    = {Tue, 19 Dec 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/KapplerMRS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KapplerMIMCWBSR17,
  author       = {Daniel Kappler and
                  Franziska Meier and
                  Jan Issac and
                  Jim Mainprice and
                  Cristina Garcia Cifuentes and
                  Manuel W{\"{u}}thrich and
                  Vincent Berenz and
                  Stefan Schaal and
                  Nathan D. Ratliff and
                  Jeannette Bohg},
  title        = {Real-time Perception meets Reactive Motion Generation},
  journal      = {CoRR},
  volume       = {abs/1703.03512},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.03512},
  eprinttype    = {arXiv},
  eprint       = {1703.03512},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KapplerMIMCWBSR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06709,
  author       = {Franziska Meier and
                  Daniel Kappler and
                  Stefan Schaal},
  title        = {Online Learning of a Memory for Learning Rates},
  journal      = {CoRR},
  volume       = {abs/1709.06709},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.06709},
  eprinttype    = {arXiv},
  eprint       = {1709.06709},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-06709.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02513,
  author       = {Daniel Kappler and
                  Franziska Meier and
                  Nathan D. Ratliff and
                  Stefan Schaal},
  title        = {A New Data Source for Inverse Dynamics Learning},
  journal      = {CoRR},
  volume       = {abs/1710.02513},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.02513},
  eprinttype    = {arXiv},
  eprint       = {1710.02513},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-02513.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/RatliffMKS16,
  author       = {Nathan D. Ratliff and
                  Franziska Meier and
                  Daniel Kappler and
                  Stefan Schaal},
  title        = {{DOOMED:} Direct Online Optimization of Modeling Errors in Dynamics},
  journal      = {Big Data},
  volume       = {4},
  number       = {4},
  pages        = {253--268},
  year         = {2016},
  url          = {https://doi.org/10.1089/big.2016.0041},
  doi          = {10.1089/BIG.2016.0041},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/RatliffMKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/WuthrichTCKS16,
  author       = {Manuel W{\"{u}}thrich and
                  Sebastian Trimpe and
                  Cristina Garcia Cifuentes and
                  Daniel Kappler and
                  Stefan Schaal},
  title        = {A new perspective and extension of the Gaussian Filter},
  journal      = {Int. J. Robotics Res.},
  volume       = {35},
  number       = {14},
  pages        = {1731--1749},
  year         = {2016},
  url          = {https://doi.org/10.1177/0278364916684019},
  doi          = {10.1177/0278364916684019},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijrr/WuthrichTCKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GaddeJKKG16,
  author       = {Raghudeep Gadde and
                  Varun Jampani and
                  Martin Kiefel and
                  Daniel Kappler and
                  Peter V. Gehler},
  editor       = {Bastian Leibe and
                  Jiri Matas and
                  Nicu Sebe and
                  Max Welling},
  title        = {Superpixel Convolutional Networks Using Bilateral Inceptions},
  booktitle    = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
                  The Netherlands, October 11-14, 2016, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9905},
  pages        = {597--613},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46448-0\_36},
  doi          = {10.1007/978-3-319-46448-0\_36},
  timestamp    = {Wed, 07 Dec 2022 23:10:23 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/GaddeJKKG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WidmaierKSB16,
  author       = {Felix Widmaier and
                  Daniel Kappler and
                  Stefan Schaal and
                  Jeannette Bohg},
  editor       = {Danica Kragic and
                  Antonio Bicchi and
                  Alessandro De Luca},
  title        = {Robot arm pose estimation by pixel-wise regression of joint angles},
  booktitle    = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2016, Stockholm, Sweden, May 16-21, 2016},
  pages        = {616--623},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICRA.2016.7487185},
  doi          = {10.1109/ICRA.2016.7487185},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/WidmaierKSB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KapplerSB16,
  author       = {Daniel Kappler and
                  Stefan Schaal and
                  Jeannette Bohg},
  editor       = {Danica Kragic and
                  Antonio Bicchi and
                  Alessandro De Luca},
  title        = {Optimizing for what matters: The top grasp hypothesis},
  booktitle    = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2016, Stockholm, Sweden, May 16-21, 2016},
  pages        = {2167--2174},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICRA.2016.7487367},
  doi          = {10.1109/ICRA.2016.7487367},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/KapplerSB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BohgKS16,
  author       = {Jeannette Bohg and
                  Daniel Kappler and
                  Stefan Schaal},
  editor       = {Danica Kragic and
                  Antonio Bicchi and
                  Alessandro De Luca},
  title        = {Exemplar-based prediction of global object shape from local shape
                  similarity},
  booktitle    = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2016, Stockholm, Sweden, May 16-21, 2016},
  pages        = {3398--3405},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICRA.2016.7487516},
  doi          = {10.1109/ICRA.2016.7487516},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/BohgKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MeierKRS16,
  author       = {Franziska Meier and
                  Daniel Kappler and
                  Nathan D. Ratliff and
                  Stefan Schaal},
  title        = {Towards robust online inverse dynamics learning},
  booktitle    = {2016 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2016, Daejeon, South Korea, October 9-14, 2016},
  pages        = {4034--4039},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IROS.2016.7759594},
  doi          = {10.1109/IROS.2016.7759594},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/MeierKRS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/KlossKLBSB16,
  author       = {Alina Kloss and
                  Daniel Kappler and
                  Hendrik P. A. Lensch and
                  Martin V. Butz and
                  Stefan Schaal and
                  Jeannette Bohg},
  title        = {Learning where to search using visual attention},
  booktitle    = {2016 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2016, Daejeon, South Korea, October 9-14, 2016},
  pages        = {5238--5245},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IROS.2016.7759770},
  doi          = {10.1109/IROS.2016.7759770},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/KlossKLBSB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/LassnerKKG16,
  author       = {Christoph Lassner and
                  Daniel Kappler and
                  Martin Kiefel and
                  Peter V. Gehler},
  editor       = {Alan Hanjalic and
                  Cees Snoek and
                  Marcel Worring and
                  Dick C. A. Bulterman and
                  Benoit Huet and
                  Aisling Kelliher and
                  Yiannis Kompatsiaris and
                  Jin Li},
  title        = {Barrista: Caffe Well-Served},
  booktitle    = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                  {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
  pages        = {1210--1213},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2964284.2973803},
  doi          = {10.1145/2964284.2973803},
  timestamp    = {Tue, 06 Nov 2018 16:58:37 +0100},
  biburl       = {https://dblp.org/rec/conf/mm/LassnerKKG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RatliffMKS16,
  author       = {Nathan D. Ratliff and
                  Franziska Meier and
                  Daniel Kappler and
                  Stefan Schaal},
  title        = {{DOOMED:} Direct Online Optimization of Modeling Errors in Dynamics},
  journal      = {CoRR},
  volume       = {abs/1608.00309},
  year         = {2016},
  url          = {http://arxiv.org/abs/1608.00309},
  eprinttype    = {arXiv},
  eprint       = {1608.00309},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RatliffMKS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WuthrichBKPS15,
  author       = {Manuel W{\"{u}}thrich and
                  Jeannette Bohg and
                  Daniel Kappler and
                  Claudia Pfreundt and
                  Stefan Schaal},
  title        = {The Coordinate Particle Filter - a novel Particle Filter for high
                  dimensional systems},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2015, Seattle, WA, USA, 26-30 May, 2015},
  pages        = {2454--2461},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICRA.2015.7139527},
  doi          = {10.1109/ICRA.2015.7139527},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/WuthrichBKPS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KapplerBS15,
  author       = {Daniel Kappler and
                  Jeannette Bohg and
                  Stefan Schaal},
  title        = {Leveraging big data for grasp planning},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2015, Seattle, WA, USA, 26-30 May, 2015},
  pages        = {4304--4311},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICRA.2015.7139793},
  doi          = {10.1109/ICRA.2015.7139793},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/KapplerBS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/KapplerPKWS15,
  author       = {Daniel Kappler and
                  Peter Pastor and
                  Mrinal Kalakrishnan and
                  Manuel W{\"{u}}thrich and
                  Stefan Schaal},
  editor       = {Lydia E. Kavraki and
                  David Hsu and
                  Jonas Buchli},
  title        = {Data-Driven Online Decision Making for Autonomous Manipulation},
  booktitle    = {Robotics: Science and Systems XI, Sapienza University of Rome, Rome,
                  Italy, July 13-17, 2015},
  year         = {2015},
  url          = {http://www.roboticsproceedings.org/rss11/p44.html},
  doi          = {10.15607/RSS.2015.XI.044},
  timestamp    = {Fri, 29 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/rss/KapplerPKWS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/WuthrichTKS15,
  author       = {Manuel W{\"{u}}thrich and
                  Sebastian Trimpe and
                  Daniel Kappler and
                  Stefan Schaal},
  editor       = {Lydia E. Kavraki and
                  David Hsu and
                  Jonas Buchli},
  title        = {A New Perspective and Extension of the Gaussian Filter},
  booktitle    = {Robotics: Science and Systems XI, Sapienza University of Rome, Rome,
                  Italy, July 13-17, 2015},
  year         = {2015},
  url          = {http://www.roboticsproceedings.org/rss11/p16.html},
  doi          = {10.15607/RSS.2015.XI.016},
  timestamp    = {Fri, 29 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/rss/WuthrichTKS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuthrichTKS15,
  author       = {Manuel W{\"{u}}thrich and
                  Sebastian Trimpe and
                  Daniel Kappler and
                  Stefan Schaal},
  title        = {A New Perspective and Extension of the Gaussian Filter},
  journal      = {CoRR},
  volume       = {abs/1504.07941},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.07941},
  eprinttype    = {arXiv},
  eprint       = {1504.07941},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WuthrichTKS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuthrichBKPS15,
  author       = {Manuel W{\"{u}}thrich and
                  Jeannette Bohg and
                  Daniel Kappler and
                  Claudia Pfreundt and
                  Stefan Schaal},
  title        = {The Coordinate Particle Filter - {A} novel Particle Filter for High
                  Dimensional Systems},
  journal      = {CoRR},
  volume       = {abs/1505.00251},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.00251},
  eprinttype    = {arXiv},
  eprint       = {1505.00251},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WuthrichBKPS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/KapplerCPAD12,
  author       = {Daniel Kappler and
                  Lillian Y. Chang and
                  Nancy S. Pollard and
                  Tamim Asfour and
                  R{\"{u}}diger Dillmann},
  title        = {Templates for pre-grasp sliding interactions},
  journal      = {Robotics Auton. Syst.},
  volume       = {60},
  number       = {3},
  pages        = {411--423},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.robot.2011.07.015},
  doi          = {10.1016/J.ROBOT.2011.07.015},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ras/KapplerCPAD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/UlbrichKAVBPD11,
  author       = {Stefan Ulbrich and
                  Daniel Kappler and
                  Tamim Asfour and
                  Nikolaus Vahrenkamp and
                  Alexander Bierbaum and
                  Markus Przybylski and
                  R{\"{u}}diger Dillmann},
  title        = {The OpenGRASP benchmarking suite: An environment for the comparative
                  analysis of grasping and dexterous manipulation},
  booktitle    = {2011 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2011, San Francisco, CA, USA, September 25-30, 2011},
  pages        = {1761--1767},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/IROS.2011.6094894},
  doi          = {10.1109/IROS.2011.6094894},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/UlbrichKAVBPD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/KapplerCPPAD10,
  author       = {Daniel Kappler and
                  Lillian Y. Chang and
                  Markus Przybylski and
                  Nancy S. Pollard and
                  Tamim Asfour and
                  R{\"{u}}diger Dillmann},
  title        = {Representation of pre-grasp strategies for object manipulation},
  booktitle    = {10th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2010, Nashville, TN, USA, December 6-8, 2010},
  pages        = {617--624},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICHR.2010.5686321},
  doi          = {10.1109/ICHR.2010.5686321},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/humanoids/KapplerCPPAD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}