BibTeX records: Erhan Öztop

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@article{DBLP:journals/ral/AhmetogluCOU24,
  author       = {Alper Ahmetoglu and
                  Batuhan Celik and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Discovering Predictive Relational Object Symbols With Symbolic Attentive
                  Layers},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {9},
  number       = {2},
  pages        = {1977--1984},
  year         = {2024},
  url          = {https://doi.org/10.1109/LRA.2024.3350994},
  doi          = {10.1109/LRA.2024.3350994},
  timestamp    = {Sat, 10 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ral/AhmetogluCOU24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/AdaOU24,
  author       = {Suzan Ece Ada and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Diffusion Policies for Out-of-Distribution Generalization in Offline
                  Reinforcement Learning},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {9},
  number       = {4},
  pages        = {3116--3123},
  year         = {2024},
  url          = {https://doi.org/10.1109/lra.2024.3363530},
  doi          = {10.1109/LRA.2024.3363530},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ral/AdaOU24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01123,
  author       = {Alper Ahmetoglu and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Symbolic Manipulation Planning with Discovered Object and Relational
                  Predicates},
  journal      = {CoRR},
  volume       = {abs/2401.01123},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.01123},
  doi          = {10.48550/ARXIV.2401.01123},
  eprinttype    = {arXiv},
  eprint       = {2401.01123},
  timestamp    = {Mon, 15 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-01123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04001,
  author       = {Suzan Ece Ada and
                  Hanne Say and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {Bidirectional Progressive Neural Networks with Episodic Return Progress
                  for Emergent Task Sequencing and Robotic Skill Transfer},
  journal      = {CoRR},
  volume       = {abs/2403.04001},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.04001},
  doi          = {10.48550/ARXIV.2403.04001},
  eprinttype    = {arXiv},
  eprint       = {2403.04001},
  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-04001.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/SenerNOU23,
  author       = {Melisa Idil Sener and
                  Yukie Nagai and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Exploration With Intrinsic Motivation Using Object-Action-Outcome
                  Latent Space},
  journal      = {{IEEE} Trans. Cogn. Dev. Syst.},
  volume       = {15},
  number       = {2},
  pages        = {325--336},
  year         = {2023},
  url          = {https://doi.org/10.1109/TCDS.2021.3062728},
  doi          = {10.1109/TCDS.2021.3062728},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/SenerNOU23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/KirtayHAO23,
  author       = {Murat Kirtay and
                  Verena V. Hafner and
                  Minoru Asada and
                  Erhan {\"{O}}ztop},
  title        = {Trust in Robot-Robot Scaffolding},
  journal      = {{IEEE} Trans. Cogn. Dev. Syst.},
  volume       = {15},
  number       = {4},
  pages        = {1841--1852},
  year         = {2023},
  url          = {https://doi.org/10.1109/TCDS.2023.3235974},
  doi          = {10.1109/TCDS.2023.3235974},
  timestamp    = {Fri, 08 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tamd/KirtayHAO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/KirtayHAO23,
  author       = {Murat Kirtay and
                  Verena V. Hafner and
                  Minoru Asada and
                  Erhan {\"{O}}ztop},
  title        = {Interplay Between Neural Computational Energy and Multimodal Processing
                  in Robot-Robot Interaction},
  booktitle    = {{IEEE} International Conference on Development and Learning, {ICDL}
                  2023, Macau, China, November 9-11, 2023},
  pages        = {15--21},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDL55364.2023.10364527},
  doi          = {10.1109/ICDL55364.2023.10364527},
  timestamp    = {Mon, 22 Jan 2024 20:34:13 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl/KirtayHAO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/CelikAUO23,
  author       = {Batuhan Celik and
                  Alper Ahmetoglu and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {Developmental Scaffolding with Large Language Models},
  booktitle    = {{IEEE} International Conference on Development and Learning, {ICDL}
                  2023, Macau, China, November 9-11, 2023},
  pages        = {396--402},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDL55364.2023.10364374},
  doi          = {10.1109/ICDL55364.2023.10364374},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl/CelikAUO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/AkbulutGMAUO23,
  author       = {T. Baturhan Akbulut and
                  G. Tuba C. Girgin and
                  Arash Mehrabi and
                  Minoru Asada and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {Bimanual Rope Manipulation Skill Synthesis through Context Dependent
                  Correction Policy Learning from Human Demonstration},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2023, London, UK, May 29 - June 2, 2023},
  pages        = {3904--3910},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICRA48891.2023.10160895},
  doi          = {10.1109/ICRA48891.2023.10160895},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icra/AkbulutGMAUO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/AmirshirzadAO23,
  author       = {Negin Amirshirzad and
                  Minoru Asada and
                  Erhan {\"{O}}ztop},
  title        = {Context based Echo State Networks for Robot Movement Primitives},
  booktitle    = {32nd {IEEE} International Conference on Robot and Human Interactive
                  Communication, {RO-MAN} 2023, Busan, Republic of Korea, August 28-31,
                  2023},
  pages        = {1077--1082},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/RO-MAN57019.2023.10309645},
  doi          = {10.1109/RO-MAN57019.2023.10309645},
  timestamp    = {Thu, 23 Nov 2023 21:16:36 +0100},
  biburl       = {https://dblp.org/rec/conf/ro-man/AmirshirzadAO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/TaliaronakLKOH23,
  author       = {Volha Taliaronak and
                  Anna L. Lange and
                  Murat Kirtay and
                  Erhan {\"{O}}ztop and
                  Verena V. Hafner},
  title        = {Advancing Humanoid Robots for Social Integration: Evaluating Trustworthiness
                  Through a Social Cognitive Framework},
  booktitle    = {32nd {IEEE} International Conference on Robot and Human Interactive
                  Communication, {RO-MAN} 2023, Busan, Republic of Korea, August 28-31,
                  2023},
  pages        = {2112--2119},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/RO-MAN57019.2023.10309519},
  doi          = {10.1109/RO-MAN57019.2023.10309519},
  timestamp    = {Thu, 23 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ro-man/TaliaronakLKOH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/SayO23,
  author       = {Hanne Say and
                  Erhan {\"{O}}ztop},
  title        = {A Model for Cognitively Valid Lifelong Learning},
  booktitle    = {{IEEE} International Conference on Robotics and Biomimetics, {ROBIO}
                  2023, Koh Samui, Thailand, December 4-9, 2023},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ROBIO58561.2023.10355028},
  doi          = {10.1109/ROBIO58561.2023.10355028},
  timestamp    = {Thu, 25 Jan 2024 09:55:46 +0100},
  biburl       = {https://dblp.org/rec/conf/robio/SayO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/AhmetogluOU23,
  author       = {Alper Ahmetoglu and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Deep Multi-Object Symbol Learning with Self-Attention Based Predictors},
  booktitle    = {31st Signal Processing and Communications Applications Conference,
                  {SIU} 2023, Istanbul, Turkey, July 5-8, 2023},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SIU59756.2023.10223865},
  doi          = {10.1109/SIU59756.2023.10223865},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/siu/AhmetogluOU23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04726,
  author       = {Suzan Ece Ada and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Diffusion Policies for Out-of-Distribution Generalization in Offline
                  Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2307.04726},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.04726},
  doi          = {10.48550/ARXIV.2307.04726},
  eprinttype    = {arXiv},
  eprint       = {2307.04726},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-04726.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00889,
  author       = {Alper Ahmetoglu and
                  Batuhan Celik and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Discovering Predictive Relational Object Symbols with Symbolic Attentive
                  Layers},
  journal      = {CoRR},
  volume       = {abs/2309.00889},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.00889},
  doi          = {10.48550/ARXIV.2309.00889},
  eprinttype    = {arXiv},
  eprint       = {2309.00889},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-00889.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00904,
  author       = {Batuhan Celik and
                  Alper Ahmetoglu and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {Developmental Scaffolding with Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2309.00904},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.00904},
  doi          = {10.48550/ARXIV.2309.00904},
  eprinttype    = {arXiv},
  eprint       = {2309.00904},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-00904.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13458,
  author       = {Hakan Aktas and
                  Yukie Nagai and
                  Minoru Asada and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Correspondence learning between morphologically different robots through
                  task demonstrations},
  journal      = {CoRR},
  volume       = {abs/2310.13458},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.13458},
  doi          = {10.48550/ARXIV.2310.13458},
  eprinttype    = {arXiv},
  eprint       = {2310.13458},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13458.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ar/AhmetogluUAO22,
  author       = {Alper Ahmetoglu and
                  Emre Ugur and
                  Minoru Asada and
                  Erhan {\"{O}}ztop},
  title        = {High-level features for resource economy and fast learning in skill
                  transfer},
  journal      = {Adv. Robotics},
  volume       = {36},
  number       = {5-6},
  pages        = {291--303},
  year         = {2022},
  url          = {https://doi.org/10.1080/01691864.2021.2019613},
  doi          = {10.1080/01691864.2021.2019613},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ar/AhmetogluUAO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dm/OztopA22,
  author       = {Erhan {\"{O}}ztop and
                  Minoru Asada},
  title        = {Combined weight and density bounds on the polynomial threshold function
                  representation of Boolean functions},
  journal      = {Discret. Math.},
  volume       = {345},
  number       = {8},
  pages        = {112912},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.disc.2022.112912},
  doi          = {10.1016/J.DISC.2022.112912},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dm/OztopA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/AhmetogluSPOU22,
  author       = {Alper Ahmetoglu and
                  M. Yunus Seker and
                  Justus H. Piater and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {DeepSym: Deep Symbol Generation and Rule Learning for Planning from
                  Unsupervised Robot Interaction},
  journal      = {J. Artif. Intell. Res.},
  volume       = {75},
  pages        = {709--745},
  year         = {2022},
  url          = {https://doi.org/10.1613/jair.1.13754},
  doi          = {10.1613/JAIR.1.13754},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jair/AhmetogluSPOU22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SekerANAOU22,
  author       = {M. Yunus Seker and
                  Alper Ahmetoglu and
                  Yukie Nagai and
                  Minoru Asada and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Imitation and mirror systems in robots through Deep Modality Blending
                  Networks},
  journal      = {Neural Networks},
  volume       = {146},
  pages        = {22--35},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neunet.2021.11.004},
  doi          = {10.1016/J.NEUNET.2021.11.004},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/SekerANAOU22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/AmirshirzadUBO22,
  author       = {Negin Amirshirzad and
                  Emre Ugur and
                  Ozkan Bebek and
                  Erhan {\"{O}}ztop},
  title        = {Adaptive Shared Control with Human Intention Estimation for Human
                  Agent Collaboration},
  booktitle    = {18th {IEEE} International Conference on Automation Science and Engineering,
                  {CASE} 2022, Mexico City, Mexico, August 20-24, 2022},
  pages        = {653--658},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CASE49997.2022.9926657},
  doi          = {10.1109/CASE49997.2022.9926657},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/case/AmirshirzadUBO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YaparO22,
  author       = {Oytun Yapar and
                  Erhan {\"{O}}ztop},
  title        = {Reinforcement learning for constructing low density sign representations
                  of Boolean functions},
  booktitle    = {30th European Symposium on Artificial Neural Networks, Computational
                  Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
                  October 5-7, 2022},
  year         = {2022},
  url          = {https://doi.org/10.14428/esann/2022.ES2022-25},
  doi          = {10.14428/ESANN/2022.ES2022-25},
  timestamp    = {Mon, 22 May 2023 11:29:57 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/YaparO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/KirtayHAKO22,
  author       = {Murat Kirtay and
                  Verena V. Hafner and
                  Minoru Asada and
                  Anna K. Kuhlen and
                  Erhan {\"{O}}ztop},
  title        = {Multimodal reinforcement learning for partner specific adaptation
                  in robot-multi-robot interaction},
  booktitle    = {21st {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2022, Ginowan, Japan, November 28-30, 2022},
  pages        = {843--850},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/Humanoids53995.2022.10000205},
  doi          = {10.1109/HUMANOIDS53995.2022.10000205},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/humanoids/KirtayHAKO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/KirtayOKAH22,
  author       = {Murat Kirtay and
                  Erhan {\"{O}}ztop and
                  Anna K. Kuhlen and
                  Minoru Asada and
                  Verena V. Hafner},
  title        = {Forming robot trust in heterogeneous agents during a multimodal interactive
                  game},
  booktitle    = {{IEEE} International Conference on Development and Learning, {ICDL}
                  2022, London, United Kingdom, September 12-15, 2022},
  pages        = {307--313},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDL53763.2022.9962212},
  doi          = {10.1109/ICDL53763.2022.9962212},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl/KirtayOKAH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/KirtayOKAH22,
  author       = {Murat Kirtay and
                  Erhan {\"{O}}ztop and
                  Anna K. Kuhlen and
                  Minoru Asada and
                  Verena V. Hafner},
  title        = {Trustworthiness assessment in multimodal human-robot interaction based
                  on cognitive load},
  booktitle    = {31st {IEEE} International Conference on Robot and Human Interactive
                  Communication, {RO-MAN} 2022, Napoli, Italy, August 29 - Sept. 2,
                  2022},
  pages        = {469--476},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/RO-MAN53752.2022.9900730},
  doi          = {10.1109/RO-MAN53752.2022.9900730},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ro-man/KirtayOKAH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01021,
  author       = {Alper Ahmetoglu and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Learning Multi-Object Symbols for Manipulation with Attentive Deep
                  Effect Predictors},
  journal      = {CoRR},
  volume       = {abs/2208.01021},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.01021},
  doi          = {10.48550/ARXIV.2208.01021},
  eprinttype    = {arXiv},
  eprint       = {2208.01021},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-01021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13850,
  author       = {T. Baturhan Akbulut and
                  G. Tuba C. Girgin and
                  Arash Mehrabi and
                  Minoru Asada and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {Bimanual rope manipulation skill synthesis through context dependent
                  correction policy learning from human demonstration},
  journal      = {CoRR},
  volume       = {abs/2209.13850},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.13850},
  doi          = {10.48550/ARXIV.2209.13850},
  eprinttype    = {arXiv},
  eprint       = {2209.13850},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-13850.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/KirtayVALOF21,
  author       = {Murat Kirtay and
                  Lorenzo Vannucci and
                  Ugo Albanese and
                  Cecilia Laschi and
                  Erhan {\"{O}}ztop and
                  Egidio Falotico},
  title        = {Emotion as an emergent phenomenon of the neurocomputational energy
                  regulation mechanism of a cognitive agent in a decision-making task},
  journal      = {Adapt. Behav.},
  volume       = {29},
  number       = {1},
  year         = {2021},
  url          = {https://doi.org/10.1177/1059712319880649},
  doi          = {10.1177/1059712319880649},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adb/KirtayVALOF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/Navarro-Guerrero21,
  author       = {Nicol{\'{a}}s Navarro{-}Guerrero and
                  Sao Mai Nguyen and
                  Erhan {\"{O}}ztop and
                  Junpei Zhong},
  title        = {Guest Editorial Special Issue on Continual Unsupervised Sensorimotor
                  Learning},
  journal      = {{IEEE} Trans. Cogn. Dev. Syst.},
  volume       = {13},
  number       = {2},
  pages        = {234--238},
  year         = {2021},
  url          = {https://doi.org/10.1109/TCDS.2021.3082880},
  doi          = {10.1109/TCDS.2021.3082880},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/Navarro-Guerrero21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/BugurONU21,
  author       = {Serkan Bugur and
                  Erhan {\"{O}}ztop and
                  Yukie Nagai and
                  Emre Ugur},
  title        = {Effect Regulated Projection of Robot's Action Space for Production
                  and Prediction of Manipulation Primitives Through Learning Progress
                  and Predictability-Based Exploration},
  journal      = {{IEEE} Trans. Cogn. Dev. Syst.},
  volume       = {13},
  number       = {2},
  pages        = {286--297},
  year         = {2021},
  url          = {https://doi.org/10.1109/TCDS.2019.2933900},
  doi          = {10.1109/TCDS.2019.2933900},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/BugurONU21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/AmirshirzadSBO21,
  author       = {Negin Amirshirzad and
                  Begum Sunal and
                  Ozkan Bebek and
                  Erhan {\"{O}}ztop},
  title        = {Learning Medical Suturing Primitives for Autonomous Suturing},
  booktitle    = {17th {IEEE} International Conference on Automation Science and Engineering,
                  {CASE} 2021, Lyon, France, August 23-27, 2021},
  pages        = {256--261},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/CASE49439.2021.9551415},
  doi          = {10.1109/CASE49439.2021.9551415},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/case/AmirshirzadSBO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/BayramUAO21,
  author       = {Berkay Bayram and
                  Emre Ugur and
                  Minoru Asada and
                  Erhan {\"{O}}ztop},
  title        = {An Ecologically Valid Reference Frame for Perspective Invariant Action
                  Recognition},
  booktitle    = {{IEEE} International Conference on Development and Learning, {ICDL}
                  2021, Beijing, China, August 23-26, 2021},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDL49984.2021.9515616},
  doi          = {10.1109/ICDL49984.2021.9515616},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl/BayramUAO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl/KirtayOAH21,
  author       = {Murat Kirtay and
                  Erhan {\"{O}}ztop and
                  Minoru Asada and
                  Verena V. Hafner},
  title        = {Modeling robot trust based on emergent emotion in an interactive task},
  booktitle    = {{IEEE} International Conference on Development and Learning, {ICDL}
                  2021, Beijing, China, August 23-26, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDL49984.2021.9515645},
  doi          = {10.1109/ICDL49984.2021.9515645},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl/KirtayOAH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/ArditiKUBO21,
  author       = {Emir Arditi and
                  Tjasa Kunavar and
                  Emre Ugur and
                  Jan Babic and
                  Erhan {\"{O}}ztop},
  title        = {Inferring Cost Functions Using Reward Parameter Search and Policy
                  Gradient Reinforcement Learning},
  booktitle    = {{IECON} 2021 - 47th Annual Conference of the {IEEE} Industrial Electronics
                  Society, Toronto, ON, Canada, October 13-16, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IECON48115.2021.9589967},
  doi          = {10.1109/IECON48115.2021.9589967},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iecon/ArditiKUBO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/KirtayOAH21,
  author       = {Murat Kirtay and
                  Erhan {\"{O}}ztop and
                  Minoru Asada and
                  Verena V. Hafner},
  title        = {Trust me! {I} am a robot: an affective computational account of scaffolding
                  in robot-robot interaction},
  booktitle    = {30th {IEEE} International Conference on Robot {\&} Human Interactive
                  Communication, {RO-MAN} 2021, Vancouver, BC, Canada, August 8-12,
                  2021},
  pages        = {189--196},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/RO-MAN50785.2021.9515494},
  doi          = {10.1109/RO-MAN50785.2021.9515494},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ro-man/KirtayOAH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/PekmezciUO21,
  author       = {Mehmet Pekmezci and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {Learning System Dynamics via Deep Recurrent and Conditional Neural
                  Systems},
  booktitle    = {29th Signal Processing and Communications Applications Conference,
                  {SIU} 2021, Istanbul, Turkey, June 9-11, 2021},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/SIU53274.2021.9478006},
  doi          = {10.1109/SIU53274.2021.9478006},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/siu/PekmezciUO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08422,
  author       = {M. Yunus Seker and
                  Alper Ahmetoglu and
                  Yukie Nagai and
                  Minoru Asada and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Imitation and Mirror Systems in Robots through Deep Modality Blending
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2106.08422},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.08422},
  eprinttype    = {arXiv},
  eprint       = {2106.08422},
  timestamp    = {Tue, 11 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-08422.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10354,
  author       = {Alper Ahmetoglu and
                  Emre Ugur and
                  Minoru Asada and
                  Erhan {\"{O}}ztop},
  title        = {High-level Features for Resource Economy and Fast Learning in Skill
                  Transfer},
  journal      = {CoRR},
  volume       = {abs/2106.10354},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.10354},
  eprinttype    = {arXiv},
  eprint       = {2106.10354},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-10354.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/AkbulutOSXTU20,
  author       = {Mete Akbulut and
                  Erhan {\"{O}}ztop and
                  Muhammet Yunus Seker and
                  Honghu Xue and
                  Ahmet E. Tekden and
                  Emre Ugur},
  editor       = {Jens Kober and
                  Fabio Ramos and
                  Claire J. Tomlin},
  title        = {{ACNMP:} Skill Transfer and Task Extrapolation through Learning from
                  Demonstration and Reinforcement Learning via Representation Sharing},
  booktitle    = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
                  Virtual Event / Cambridge, MA, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {155},
  pages        = {1896--1907},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {https://proceedings.mlr.press/v155/akbulut21a.html},
  timestamp    = {Tue, 18 Oct 2022 08:35:37 +0200},
  biburl       = {https://dblp.org/rec/conf/corl/AkbulutOSXTU20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl-epirob/OzturkcuUO20,
  author       = {Ozgur Baran Ozturkcu and
                  Emre Ugur and
                  Erhan {\"{O}}ztop},
  title        = {High-level representations through unconstrained sensorimotor learning},
  booktitle    = {Joint {IEEE} 10th International Conference on Development and Learning
                  and Epigenetic Robotics, ICDL-EpiRob 2020, Valparaiso, Chile, October
                  26-30, 2020},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDL-EpiRob48136.2020.9278100},
  doi          = {10.1109/ICDL-EPIROB48136.2020.9278100},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl-epirob/OzturkcuUO20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11334,
  author       = {M. Tuluhan Akbulut and
                  M. Yunus Seker and
                  Ahmet E. Tekden and
                  Yukie Nagai and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Adaptive Conditional Neural Movement Primitives via Representation
                  Sharing Between Supervised and Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2003.11334},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.11334},
  eprinttype    = {arXiv},
  eprint       = {2003.11334},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-11334.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02509,
  author       = {Erhan {\"{O}}ztop and
                  Minoru Asada},
  title        = {On the weight and density bounds of polynomial threshold functions},
  journal      = {CoRR},
  volume       = {abs/2007.02509},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.02509},
  eprinttype    = {arXiv},
  eprint       = {2007.02509},
  timestamp    = {Fri, 17 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-02509.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11503,
  author       = {Melisa Idil Sener and
                  Yukie Nagai and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {Intrinsic Motivation in Object-Action-Outcome Blending Latent Space},
  journal      = {CoRR},
  volume       = {abs/2008.11503},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.11503},
  eprinttype    = {arXiv},
  eprint       = {2008.11503},
  timestamp    = {Tue, 15 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-11503.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02532,
  author       = {Alper Ahmetoglu and
                  M. Yunus Seker and
                  Aysu Sayin and
                  Serkan Bugur and
                  Justus H. Piater and
                  Erhan {\"{O}}ztop and
                  Emre Ugur},
  title        = {DeepSym: Deep Symbol Generation and Rule Learning from Unsupervised
                  Continuous Robot Interaction for Planning},
  journal      = {CoRR},
  volume       = {abs/2012.02532},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.02532},
  eprinttype    = {arXiv},
  eprint       = {2012.02532},
  timestamp    = {Wed, 09 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-02532.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/ImreONU19,
  author       = {Mert Imre and
                  Erhan {\"{O}}ztop and
                  Yukie Nagai and
                  Emre Ugur},
  title        = {Affordance-based altruistic robotic architecture for human-robot collaboration},
  journal      = {Adapt. Behav.},
  volume       = {27},
  number       = {4},
  year         = {2019},
  url          = {https://doi.org/10.1177/1059712318824697},
  doi          = {10.1177/1059712318824697},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adb/ImreONU19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/TaniguchiPWUHJN19,
  author       = {Tadahiro Taniguchi and
                  Justus H. Piater and
                  Florentin W{\"{o}}rg{\"{o}}tter and
                  Emre Ugur and
                  Matej Hoffmann and
                  Lorenzo Jamone and
                  Takayuki Nagai and
                  Benjamin Rosman and
                  Toshihiko Matsuka and
                  Naoto Iwahashi and
                  Erhan {\"{O}}ztop},
  title        = {Symbol Emergence in Cognitive Developmental Systems: {A} Survey},
  journal      = {{IEEE} Trans. Cogn. Dev. Syst.},
  volume       = {11},
  number       = {4},
  pages        = {494--516},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCDS.2018.2867772},
  doi          = {10.1109/TCDS.2018.2867772},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/TaniguchiPWUHJN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/AmirshirzadKO19,
  author       = {Negin Amirshirzad and
                  Asiye Kumru and
                  Erhan {\"{O}}ztop},
  title        = {Human Adaptation to Human-Robot Shared Control},
  journal      = {{IEEE} Trans. Hum. Mach. Syst.},
  volume       = {49},
  number       = {2},
  pages        = {126--136},
  year         = {2019},
  url          = {https://doi.org/10.1109/THMS.2018.2884719},
  doi          = {10.1109/THMS.2018.2884719},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/thms/AmirshirzadKO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarm/SunalOB19,
  author       = {Begum Sunal and
                  Erhan {\"{O}}ztop and
                  {\"{O}}zkan Bebek},
  title        = {Adaptive Inverse Kinematics of a 9-DOF Surgical Robot for Effective
                  Manipulation},
  booktitle    = {4th {IEEE} International Conference on Advanced Robotics and Mechatronics,
                  {ICARM} 2019, Toyonaka, Japan, July 3-5, 2019},
  pages        = {678--683},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICARM.2019.8834157},
  doi          = {10.1109/ICARM.2019.8834157},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icarm/SunalOB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HamdanOU19,
  author       = {Sara Hamdan and
                  Erhan {\"{O}}ztop and
                  Barkan Ugurlu},
  title        = {Force Reference Extraction via Human Interaction for a Robotic Polishing
                  Task: Force-Induced Motion},
  booktitle    = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
                  {SMC} 2019, Bari, Italy, October 6-9, 2019},
  pages        = {4019--4024},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SMC.2019.8914009},
  doi          = {10.1109/SMC.2019.8914009},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HamdanOU19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/TeramaeIBMO18,
  author       = {Tatsuya Teramae and
                  Koji Ishihara and
                  Jan Babic and
                  Jun Morimoto and
                  Erhan {\"{O}}ztop},
  title        = {Human-In-The-Loop Control and Task Learning for Pneumatically Actuated
                  Muscle Based Robots},
  journal      = {Frontiers Neurorobotics},
  volume       = {12},
  pages        = {71},
  year         = {2018},
  url          = {https://doi.org/10.3389/fnbot.2018.00071},
  doi          = {10.3389/FNBOT.2018.00071},
  timestamp    = {Tue, 09 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/finr/TeramaeIBMO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/HamdanOFMU18,
  author       = {Sara Hamdan and
                  Erhan {\"{O}}ztop and
                  Jun{-}ichiro Furukawa and
                  Jun Morimoto and
                  Barkan Ugurlu},
  title        = {Shoulder Glenohumeral Elevation Estimation based on Upper Arm Orientation},
  booktitle    = {40th Annual International Conference of the {IEEE} Engineering in
                  Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
                  18-21, 2018},
  pages        = {1481--1484},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/EMBC.2018.8512564},
  doi          = {10.1109/EMBC.2018.8512564},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/embc/HamdanOFMU18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdl-epirob/TekdenUNO18,
  author       = {Ahmet E. Tekden and
                  Emre Ugur and
                  Yukie Nagai and
                  Erhan {\"{O}}ztop},
  title        = {Modeling the Development of Infant Imitation using Inverse Reinforcement
                  Learning},
  booktitle    = {2018 Joint {IEEE} 8th International Conference on Development and
                  Learning and Epigenetic Robotics, ICDL-EpiRob 2018, Tokyo, Japan,
                  September 17-20, 2018},
  pages        = {155--160},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/DEVLRN.2018.8761045},
  doi          = {10.1109/DEVLRN.2018.8761045},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdl-epirob/TekdenUNO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/KayaO18,
  author       = {Osman Kaya and
                  Erhan {\"{O}}ztop},
  title        = {Effective Robot Skill Synthesis via Divided Control},
  booktitle    = {{IEEE} International Conference on Robotics and Biomimetics, {ROBIO}
                  2018, Kuala Lumpur, Malaysia, December 12-15, 2018},
  pages        = {766--771},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ROBIO.2018.8664825},
  doi          = {10.1109/ROBIO.2018.8664825},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/robio/KayaO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-08829,
  author       = {Tadahiro Taniguchi and
                  Emre Ugur and
                  Matej Hoffmann and
                  Lorenzo Jamone and
                  Takayuki Nagai and
                  Benjamin Rosman and
                  Toshihiko Matsuka and
                  Naoto Iwahashi and
                  Erhan {\"{O}}ztop and
                  Justus H. Piater and
                  Florentin W{\"{o}}rg{\"{o}}tter},
  title        = {Symbol Emergence in Cognitive Developmental Systems: a Survey},
  journal      = {CoRR},
  volume       = {abs/1801.08829},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.08829},
  eprinttype    = {arXiv},
  eprint       = {1801.08829},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-08829.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ram/ErsenOS17,
  author       = {Mustafa Ersen and
                  Erhan {\"{O}}ztop and
                  Sanem Sariel},
  title        = {Cognition-Enabled Robot Manipulation in Human Environments: Requirements,
                  Recent Work, and Open Problems},
  journal      = {{IEEE} Robotics Autom. Mag.},
  volume       = {24},
  number       = {3},
  pages        = {108--122},
  year         = {2017},
  url          = {https://doi.org/10.1109/MRA.2016.2616538},
  doi          = {10.1109/MRA.2016.2616538},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ram/ErsenOS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SezenerO17,
  author       = {Can Eren Sezener and
                  Erhan {\"{O}}ztop},
  editor       = {Alessandra Lintas and
                  Stefano Rovetta and
                  Paul F. M. J. Verschure and
                  Alessandro E. P. Villa},
  title        = {Algorithms for Obtaining Parsimonious Higher Order Neurons},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
                  International Conference on Artificial Neural Networks, Alghero, Italy,
                  September 11-14, 2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10613},
  pages        = {146--154},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-68600-4\_18},
  doi          = {10.1007/978-3-319-68600-4\_18},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/SezenerO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/AshenaPRO17,
  author       = {Narges Ashena and
                  Vassilis Papadourakis and
                  Vassilis Raos and
                  Erhan {\"{O}}ztop},
  editor       = {Fengyu Cong and
                  Andrew Chi{-}Sing Leung and
                  Qinglai Wei},
  title        = {Real-Time Decoding of Arm Kinematics During Grasping Based on {F5}
                  Neural Spike Data},
  booktitle    = {Advances in Neural Networks - {ISNN} 2017 - 14th International Symposium,
                  {ISNN} 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June
                  21-26, 2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10261},
  pages        = {261--268},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59072-1\_31},
  doi          = {10.1007/978-3-319-59072-1\_31},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isnn/AshenaPRO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/YaparO17,
  author       = {Oytun Yapar and
                  Erhan {\"{O}}ztop},
  editor       = {Fengyu Cong and
                  Andrew Chi{-}Sing Leung and
                  Qinglai Wei},
  title        = {On the Co-absence of Input Terms in Higher Order Neuron Representation
                  of Boolean Functions},
  booktitle    = {Advances in Neural Networks - {ISNN} 2017 - 14th International Symposium,
                  {ISNN} 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June
                  21-26, 2017, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10262},
  pages        = {362--370},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59081-3\_43},
  doi          = {10.1007/978-3-319-59081-3\_43},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/YaparO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/DevAO17,
  author       = {Onur Baris Dev and
                  Reyhan Aydogan and
                  Erhan {\"{O}}ztop},
  title        = {Yapay ya{\c{s}}am sim{\"{u}}lasyonunda hayatta kalmak surviving
                  in artificial life simulation},
  booktitle    = {25th Signal Processing and Communications Applications Conference,
                  {SIU} 2017, Antalya, Turkey, May 15-18, 2017},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/SIU.2017.7960611},
  doi          = {10.1109/SIU.2017.7960611},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/siu/DevAO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/KirtayVFOL16,
  author       = {Murat Kirtay and
                  Lorenzo Vannucci and
                  Egidio Falotico and
                  Erhan {\"{O}}ztop and
                  Cecilia Laschi},
  title        = {Sequential decision making based on emergent emotion for a humanoid
                  robot},
  booktitle    = {16th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2016, Cancun, Mexico, November 15-17, 2016},
  pages        = {1101--1106},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/HUMANOIDS.2016.7803408},
  doi          = {10.1109/HUMANOIDS.2016.7803408},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/KirtayVFOL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/PeternelOB16,
  author       = {Luka Peternel and
                  Erhan {\"{O}}ztop and
                  Jan Babic},
  title        = {A shared control method for online human-in-the-loop robot learning
                  based on Locally Weighted Regression},
  booktitle    = {2016 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2016, Daejeon, South Korea, October 9-14, 2016},
  pages        = {3900--3906},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IROS.2016.7759574},
  doi          = {10.1109/IROS.2016.7759574},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/PeternelOB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SezenerO15,
  author       = {Can Eren Sezener and
                  Erhan {\"{O}}ztop},
  title        = {Minimal Sign Representation of Boolean Functions: Algorithms and Exact
                  Results for Low Dimensions},
  journal      = {Neural Comput.},
  volume       = {27},
  number       = {8},
  pages        = {1796--1823},
  year         = {2015},
  url          = {https://doi.org/10.1162/NECO\_a\_00750},
  doi          = {10.1162/NECO\_A\_00750},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/SezenerO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/robotica/UgurNCO15,
  author       = {Emre Ugur and
                  Yukie Nagai and
                  Hande {\c{C}}elikkanat and
                  Erhan {\"{O}}ztop},
  title        = {Parental scaffolding as a bootstrapping mechanism for learning grasp
                  affordances and imitation skills},
  journal      = {Robotica},
  volume       = {33},
  number       = {5},
  pages        = {1163--1180},
  year         = {2015},
  url          = {https://doi.org/10.1017/S0263574714002148},
  doi          = {10.1017/S0263574714002148},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/robotica/UgurNCO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tamd/UgurNSO15,
  author       = {Emre Ugur and
                  Yukie Nagai and
                  Erol Sahin and
                  Erhan {\"{O}}ztop},
  title        = {Staged Development of Robot Skills: Behavior Formation, Affordance
                  Learning and Imitation with Motionese},
  journal      = {{IEEE} Trans. Auton. Ment. Dev.},
  volume       = {7},
  number       = {2},
  pages        = {119--139},
  year         = {2015},
  url          = {https://doi.org/10.1109/TAMD.2015.2426192},
  doi          = {10.1109/TAMD.2015.2426192},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tamd/UgurNSO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/KayaYKCBOU15,
  author       = {Osman Kaya and
                  Mehmet Can Yildirim and
                  Nisan Kuzuluk and
                  Emre Cicek and
                  Ozkan Bebek and
                  Erhan {\"{O}}ztop and
                  Barkan Ugurlu},
  title        = {Environmental force estimation for a robotic hand: Compliant contact
                  detection},
  booktitle    = {15th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2015, Seoul, South Korea, November 3-5, 2015},
  pages        = {791--796},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/HUMANOIDS.2015.7363444},
  doi          = {10.1109/HUMANOIDS.2015.7363444},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/KayaYKCBOU15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icar/ZamaniO15,
  author       = {Mohammad{-}Ali Zamani and
                  Erhan {\"{O}}ztop},
  title        = {Simultaneous human-robot adaptation for effective skill transfer},
  booktitle    = {International Conference on Advanced Robotics, {ICAR} 2015, Istanbul,
                  Turkey, July 27-31, 2015},
  pages        = {78--84},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICAR.2015.7251437},
  doi          = {10.1109/ICAR.2015.7251437},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icar/ZamaniO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icar/OzalpAO15,
  author       = {Nuri Ozalp and
                  Ugur Ayan and
                  Erhan {\"{O}}ztop},
  title        = {Cooperative multi-task assignment for heterogonous UAVs},
  booktitle    = {International Conference on Advanced Robotics, {ICAR} 2015, Istanbul,
                  Turkey, July 27-31, 2015},
  pages        = {599--604},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICAR.2015.7251517},
  doi          = {10.1109/ICAR.2015.7251517},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icar/OzalpAO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/PehlivanO15,
  author       = {Alp Burak Pehlivan and
                  Erhan {\"{O}}ztop},
  title        = {Dynamic movement primitives for human movement recognition},
  booktitle    = {{IECON} 2015 - 41st Annual Conference of the {IEEE} Industrial Electronics
                  Society, Yokohama, Japan, November 9-12, 2015},
  pages        = {2178--2183},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/IECON.2015.7392424},
  doi          = {10.1109/IECON.2015.7392424},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iecon/PehlivanO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colognetwente/SezenerO15,
  author       = {Can Eren Sezener and
                  Erhan {\"{O}}ztop},
  editor       = {Ekrem Duman and
                  Ali Fuat Alkaya},
  title        = {Heuristic algorithms for obtaining Polynomial Threshold Functions
                  with low densities},
  booktitle    = {13th Cologne Twente Workshop on Graphs and Combinatorial Optimization,
                  Istanbul, Turkey, May 26-28, 2015},
  pages        = {81--84},
  year         = {2015},
  timestamp    = {Thu, 02 Feb 2017 18:00:28 +0100},
  biburl       = {https://dblp.org/rec/conf/colognetwente/SezenerO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SezenerO15,
  author       = {Can Eren Sezener and
                  Erhan {\"{O}}ztop},
  title        = {Heuristic algorithms for obtaining Polynomial Threshold Functions
                  with low densities},
  journal      = {CoRR},
  volume       = {abs/1504.01167},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.01167},
  eprinttype    = {arXiv},
  eprint       = {1504.01167},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SezenerO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/PeternelPOB14,
  author       = {Luka Peternel and
                  Tadej Petric and
                  Erhan {\"{O}}ztop and
                  Jan Babic},
  title        = {Teaching robots to cooperate with humans in dynamic manipulation tasks
                  based on multi-modal human-in-the-loop approach},
  journal      = {Auton. Robots},
  volume       = {36},
  number       = {1-2},
  pages        = {123--136},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10514-013-9361-0},
  doi          = {10.1007/S10514-013-9361-0},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/arobots/PeternelPOB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/ArbibBBKMNO14,
  author       = {Michael A. Arbib and
                  James Bonaiuto and
                  Ina Bornkessel{-}Schlesewsky and
                  David Kemmerer and
                  Brian MacWhinney and
                  Finn {\AA}rup Nielsen and
                  Erhan {\"{O}}ztop},
  title        = {Action and Language Mechanisms in the Brain: Data, Models and Neuroinformatics},
  journal      = {Neuroinformatics},
  volume       = {12},
  number       = {1},
  pages        = {209--225},
  year         = {2014},
  url          = {https://doi.org/10.1007/s12021-013-9210-5},
  doi          = {10.1007/S12021-013-9210-5},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ni/ArbibBBKMNO14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/PehlivanO14,
  author       = {Alp Burak Pehlivan and
                  Erhan {\"{O}}ztop},
  title        = {Human-robot co working by {HMM} based 3D human motion recognition},
  booktitle    = {2014 22nd Signal Processing and Communications Applications Conference
                  (SIU), Trabzon, Turkey, April 23-25, 2014},
  pages        = {1547--1550},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SIU.2014.6830537},
  doi          = {10.1109/SIU.2014.6830537},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/siu/PehlivanO14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/KoberWOP12,
  author       = {Jens Kober and
                  Andreas Wilhelm and
                  Erhan {\"{O}}ztop and
                  Jan Peters},
  title        = {Reinforcement learning to adjust parametrized motor primitives to
                  new situations},
  journal      = {Auton. Robots},
  volume       = {33},
  number       = {4},
  pages        = {361--379},
  year         = {2012},
  url          = {https://doi.org/10.1007/s10514-012-9290-3},
  doi          = {10.1007/S10514-012-9290-3},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/arobots/KoberWOP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GurbuzOI12,
  author       = {Sabri Gurbuz and
                  Erhan {\"{O}}ztop and
                  Naomi Inoue},
  title        = {Model free head pose estimation using stereovision},
  journal      = {Pattern Recognit.},
  volume       = {45},
  number       = {1},
  pages        = {33--42},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.patcog.2011.06.007},
  doi          = {10.1016/J.PATCOG.2011.06.007},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/GurbuzOI12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/MooreO12,
  author       = {Brian Moore and
                  Erhan {\"{O}}ztop},
  title        = {Robotic grasping and manipulation through human visuomotor learning},
  journal      = {Robotics Auton. Syst.},
  volume       = {60},
  number       = {3},
  pages        = {441--451},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.robot.2011.09.002},
  doi          = {10.1016/J.ROBOT.2011.09.002},
  timestamp    = {Mon, 23 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ras/MooreO12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KroemerUOP12,
  author       = {Oliver Kroemer and
                  Emre Ugur and
                  Erhan {\"{O}}ztop and
                  Jan Peters},
  title        = {A kernel-based approach to direct action perception},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2012, 14-18 May, 2012, St. Paul, Minnesota, {USA}},
  pages        = {2605--2610},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICRA.2012.6224957},
  doi          = {10.1109/ICRA.2012.6224957},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/KroemerUOP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/UgurSO12,
  author       = {Emre Ugur and
                  Erol Sahin and
                  Erhan {\"{O}}ztop},
  title        = {Self-discovery of motor primitives and learning grasp affordances},
  booktitle    = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
                  2012},
  pages        = {3260--3267},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IROS.2012.6385639},
  doi          = {10.1109/IROS.2012.6385639},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/UgurSO12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/BabicHO11,
  author       = {Jan Babic and
                  Joshua G. Hale and
                  Erhan {\"{O}}ztop},
  title        = {Human sensorimotor learning for humanoid robot skill synthesis},
  journal      = {Adapt. Behav.},
  volume       = {19},
  number       = {4},
  pages        = {250--263},
  year         = {2011},
  url          = {https://doi.org/10.1177/1059712311411112},
  doi          = {10.1177/1059712311411112},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adb/BabicHO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/UgurOS11,
  author       = {Emre Ugur and
                  Erhan {\"{O}}ztop and
                  Erol Sahin},
  title        = {Goal emulation and planning in perceptual space using learned affordances},
  journal      = {Robotics Auton. Syst.},
  volume       = {59},
  number       = {7-8},
  pages        = {580--595},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.robot.2011.04.005},
  doi          = {10.1016/J.ROBOT.2011.04.005},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ras/UgurOS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/UgurCSNO11,
  author       = {Emre Ugur and
                  Hande {\c{C}}elikkanat and
                  Erol Sahin and
                  Yukie Nagai and
                  Erhan {\"{O}}ztop},
  title        = {Learning to grasp with parental scaffolding},
  booktitle    = {11th {IEEE-RAS} International Conference on Humanoid Robots (Humanoids
                  2011), Bled, Slovenia, October 26-28, 2011},
  pages        = {480--486},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/Humanoids.2011.6100890},
  doi          = {10.1109/HUMANOIDS.2011.6100890},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/UgurCSNO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/UgurSO11,
  author       = {Emre Ugur and
                  Erol Sahin and
                  Erhan {\"{O}}ztop},
  title        = {Unsupervised learning of object affordances for planning in a mobile
                  manipulation platform},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2011, Shanghai, China, 9-13 May 2011},
  pages        = {4312--4317},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICRA.2011.5979677},
  doi          = {10.1109/ICRA.2011.5979677},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/UgurSO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/UgurOS11,
  author       = {Emre Ugur and
                  Erhan {\"{O}}ztop and
                  Erol Sahin},
  title        = {Going beyond the perception of affordances: Learning how to actualize
                  them through behavioral parameters},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2011, Shanghai, China, 9-13 May 2011},
  pages        = {4768--4773},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICRA.2011.5980299},
  doi          = {10.1109/ICRA.2011.5980299},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/UgurOS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KoberOP11,
  author       = {Jens Kober and
                  Erhan {\"{O}}ztop and
                  Jan Peters},
  editor       = {Toby Walsh},
  title        = {Reinforcement Learning to Adjust Robot Movements to New Situations},
  booktitle    = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
                  on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
                  2011},
  pages        = {2650--2655},
  publisher    = {{IJCAI/AAAI}},
  year         = {2011},
  url          = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-441},
  doi          = {10.5591/978-1-57735-516-8/IJCAI11-441},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/KoberOP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/BabicHO10,
  author       = {Jan Babic and
                  Blaz Hajdinjak and
                  Erhan {\"{O}}ztop},
  editor       = {Joaquim Filipe and
                  Juan Andrade{-}Cetto and
                  Jean{-}Louis Ferrier},
  title        = {Robot Skill Synthesis through Human Visuo-motor Learning - Humanoid
                  Robot Statically-stable Reaching and In-place Stepping},
  booktitle    = {{ICINCO} 2010, Proceedings of the 7th International Conference on
                  Informatics in Control, Automation and Robotics, Volume 2, Funchal,
                  Madeira, Portugal, June 15-18, 2010},
  pages        = {212--215},
  publisher    = {{INSTICC} Press},
  year         = {2010},
  timestamp    = {Thu, 02 Feb 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icinco/BabicHO10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SteffenOR10,
  author       = {Jan Steffen and
                  Erhan {\"{O}}ztop and
                  Helge J. Ritter},
  title        = {Structured unsupervised kernel regression for closed-loop motion control},
  booktitle    = {2010 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, October 18-22, 2010, Taipei, Taiwan},
  pages        = {75--80},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IROS.2010.5651216},
  doi          = {10.1109/IROS.2010.5651216},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/SteffenOR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/KoberOP10,
  author       = {Jens Kober and
                  Erhan {\"{O}}ztop and
                  Jan Peters},
  editor       = {Yoky Matsuoka and
                  Hugh F. Durrant{-}Whyte and
                  Jos{\'{e}} Neira},
  title        = {Reinforcement Learning to adjust Robot Movements to New Situations},
  booktitle    = {Robotics: Science and Systems VI, Universidad de Zaragoza, Zaragoza,
                  Spain, June 27-30, 2010},
  publisher    = {The {MIT} Press},
  year         = {2010},
  url          = {http://www.roboticsproceedings.org/rss06/p05.html},
  doi          = {10.15607/RSS.2010.VI.005},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rss/KoberOP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Oztop09,
  author       = {Erhan {\"{O}}ztop},
  title        = {Sign-representation of Boolean functions using a small number of monomials},
  journal      = {Neural Networks},
  volume       = {22},
  number       = {7},
  pages        = {938--948},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.neunet.2009.03.016},
  doi          = {10.1016/J.NEUNET.2009.03.016},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/Oztop09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epirob/UgurSO09,
  author       = {Emre Ugur and
                  Erol Sahin and
                  Erhan {\"{O}}ztop},
  editor       = {Lola Ca{\~{n}}amero and
                  Pierre{-}Yves Oudeyer and
                  Christian Balkenius},
  title        = {Affordance learning from range data for multi-step planning},
  booktitle    = {Proceedings of the Ninth International Conference on Epigenetic Robotics
                  (EpiRob 2009), Venice, Italy, November 12-14, 2009},
  year         = {2009},
  url          = {http://www.lucs.lu.se/LUCS/146/ugur.pdf},
  timestamp    = {Mon, 24 Jan 2022 17:34:41 +0100},
  biburl       = {https://dblp.org/rec/conf/epirob/UgurSO09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/StulpOPBS09,
  author       = {Freek Stulp and
                  Erhan {\"{O}}ztop and
                  Peter Pastor and
                  Michael Beetz and
                  Stefan Schaal},
  title        = {Compact models of motor primitive variations for predictable reaching
                  and obstacle avoidance},
  booktitle    = {9th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2009, Paris, France, December 7-10, 2009},
  pages        = {589--595},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICHR.2009.5379551},
  doi          = {10.1109/ICHR.2009.5379551},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/humanoids/StulpOPBS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icar/UdeO09,
  author       = {Ales Ude and
                  Erhan {\"{O}}ztop},
  title        = {Active 3-D vision on a humanoid head},
  booktitle    = {14th International Conference on Advanced Robotics, {ICAR} 2009, 22-26
                  June 2009, Munich, Germany},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://ieeexplore.ieee.org/document/5174816/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icar/UdeO09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/HajdinjakBO09,
  author       = {Blaz Hajdinjak and
                  Jan Babic and
                  Erhan {\"{O}}ztop},
  title        = {Improving balance regulation in visuo-motor control for humanoid robots},
  booktitle    = {The 24th International Symposium on Computer and Information Sciences,
                  {ISCIS} 2009, 14-16 September 2009, North Cyprus},
  pages        = {405--408},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISCIS.2009.5291801},
  doi          = {10.1109/ISCIS.2009.5291801},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscis/HajdinjakBO09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/UgurSO09,
  author       = {Emre Ugur and
                  Erol Sahin and
                  Erhan {\"{O}}ztop},
  title        = {Predicting future object states using learned affordances},
  booktitle    = {The 24th International Symposium on Computer and Information Sciences,
                  {ISCIS} 2009, 14-16 September 2009, North Cyprus},
  pages        = {415--419},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISCIS.2009.5291803},
  doi          = {10.1109/ISCIS.2009.5291803},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscis/UgurSO09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/OzyerO08,
  author       = {Baris Ozyer and
                  Erhan {\"{O}}ztop},
  title        = {Task dependent human-like grasping},
  booktitle    = {8th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2008, Daejeon, South Korea, December 1-3, 2008},
  pages        = {227--232},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICHR.2008.4755949},
  doi          = {10.1109/ICHR.2008.4755949},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/humanoids/OzyerO08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/Oztop07,
  author       = {Erhan {\"{O}}ztop},
  title        = {Models of mirror system},
  journal      = {Scholarpedia},
  volume       = {2},
  number       = {10},
  pages        = {3276},
  year         = {2007},
  url          = {https://doi.org/10.4249/scholarpedia.3276},
  doi          = {10.4249/SCHOLARPEDIA.3276},
  timestamp    = {Thu, 23 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/scholarpedia/Oztop07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/OztopBHCK07,
  author       = {Erhan {\"{O}}ztop and
                  Jan Babic and
                  Joshua G. Hale and
                  Gordon Cheng and
                  Mitsuo Kawato},
  editor       = {Masumi Ishikawa and
                  Kenji Doya and
                  Hiroyuki Miyamoto and
                  Takeshi Yamakawa},
  title        = {From Biologically Realistic Imitation to Robot Teaching Via Human
                  Motor Learning},
  booktitle    = {Neural Information Processing, 14th International Conference, {ICONIP}
                  2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4985},
  pages        = {214--221},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-69162-4\_23},
  doi          = {10.1007/978-3-540-69162-4\_23},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/OztopBHCK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OztopLKC07,
  author       = {Erhan {\"{O}}ztop and
                  Li{-}Heng Lin and
                  Mitsuo Kawato and
                  Gordon Cheng},
  title        = {Extensive Human Training for Robot Skill Synthesis: Validation on
                  a Robotic Hand},
  booktitle    = {2007 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2007, 10-14 April 2007, Roma, Italy},
  pages        = {1788--1793},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ROBOT.2007.363581},
  doi          = {10.1109/ROBOT.2007.363581},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/OztopLKC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/WelkeOCD07,
  author       = {Kai Welke and
                  Erhan {\"{O}}ztop and
                  Gordon Cheng and
                  R{\"{u}}diger Dillmann},
  title        = {Exploiting similarities for robot perception},
  booktitle    = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
                  San Diego, California, {USA}},
  pages        = {3237--3242},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/IROS.2007.4399215},
  doi          = {10.1109/IROS.2007.4399215},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/WelkeOCD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/OztopICK06,
  author       = {Erhan {\"{O}}ztop and
                  Hiroshi Imamizu and
                  Gordon Cheng and
                  Mitsuo Kawato},
  title        = {A computational model of anterior intraparietal {(AIP)} neurons},
  journal      = {Neurocomputing},
  volume       = {69},
  number       = {10-12},
  pages        = {1354--1361},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.neucom.2005.12.106},
  doi          = {10.1016/J.NEUCOM.2005.12.106},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/OztopICK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Oztop06,
  author       = {Erhan {\"{O}}ztop},
  title        = {An Upper Bound on the Minimum Number of Monomials Required to Separate
                  Dichotomies of \{-1, 1\}\({}^{\mbox{n}}\)},
  journal      = {Neural Comput.},
  volume       = {18},
  number       = {12},
  pages        = {3119--3138},
  year         = {2006},
  url          = {https://doi.org/10.1162/neco.2006.18.12.3119},
  doi          = {10.1162/NECO.2006.18.12.3119},
  timestamp    = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/Oztop06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/OztopKA06,
  author       = {Erhan {\"{O}}ztop and
                  Mitsuo Kawato and
                  Michael A. Arbib},
  title        = {Mirror neurons and imitation: {A} computationally guided review},
  journal      = {Neural Networks},
  volume       = {19},
  number       = {3},
  pages        = {254--271},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.neunet.2006.02.002},
  doi          = {10.1016/J.NEUNET.2006.02.002},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/OztopKA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/OztopLKC06,
  author       = {Erhan {\"{O}}ztop and
                  Li{-}Heng Lin and
                  Mitsuo Kawato and
                  Gordon Cheng},
  title        = {Dexterous Skills Transfer by Extending Human Body Schema to a Robotic
                  Hand},
  booktitle    = {2006 6th {IEEE-RAS} International Conference on Humanoid Robots, Genova,
                  Italy, December 4-6, 2006},
  pages        = {82--87},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICHR.2006.321367},
  doi          = {10.1109/ICHR.2006.321367},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/OztopLKC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/GumppAWODC06,
  author       = {Thomas Gumpp and
                  Pedram Azad and
                  Kai Welke and
                  Erhan {\"{O}}ztop and
                  R{\"{u}}diger Dillmann and
                  Gordon Cheng},
  title        = {Unconstrained Real-time Markerless Hand Tracking for Humanoid Interaction},
  booktitle    = {2006 6th {IEEE-RAS} International Conference on Humanoid Robots, Genova,
                  Italy, December 4-6, 2006},
  pages        = {88--93},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICHR.2006.321368},
  doi          = {10.1109/ICHR.2006.321368},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/GumppAWODC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/WelkeOUDC06,
  author       = {Kai Welke and
                  Erhan {\"{O}}ztop and
                  Ales Ude and
                  R{\"{u}}diger Dillmann and
                  Gordon Cheng},
  title        = {Learning feature representations for an object recognition system},
  booktitle    = {2006 6th {IEEE-RAS} International Conference on Humanoid Robots, Genova,
                  Italy, December 4-6, 2006},
  pages        = {290--295},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICHR.2006.321399},
  doi          = {10.1109/ICHR.2006.321399},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/WelkeOUDC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhr/OztopFCC05,
  author       = {Erhan {\"{O}}ztop and
                  David W. Franklin and
                  Thierry Chaminade and
                  Gordon Cheng},
  title        = {Human-Humanoid Interaction: is a Humanoid Robot Perceived as a Human?},
  journal      = {Int. J. Humanoid Robotics},
  volume       = {2},
  number       = {4},
  pages        = {537--559},
  year         = {2005},
  url          = {https://doi.org/10.1142/S0219843605000582},
  doi          = {10.1142/S0219843605000582},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijhr/OztopFCC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/OztopCCK05,
  author       = {Erhan {\"{O}}ztop and
                  Thierry Chaminade and
                  Gordon Cheng and
                  Mitsuo Kawato},
  title        = {Imitation bootstrapping: experiments on a robotic hand},
  booktitle    = {5th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
                  2005, Tsukuba, Japan, December 5-7, 2005},
  pages        = {189--195},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICHR.2005.1573566},
  doi          = {10.1109/ICHR.2005.1573566},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/humanoids/OztopCCK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/OztopCF04,
  author       = {Erhan {\"{O}}ztop and
                  Thierry Chaminade and
                  David W. Franklin},
  title        = {Human-humanoid interaction: is a humanoid robot perceived as a human?},
  booktitle    = {4th {IEEE/RAS} International Conference on Humanoid Robots, Humanoids
                  2004, Santa Monica, CA, USA, November 10-12, 2004},
  pages        = {830--841},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICHR.2004.1442688},
  doi          = {10.1109/ICHR.2004.1442688},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/humanoids/OztopCF04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/OztopA02,
  author       = {Erhan {\"{O}}ztop and
                  Michael A. Arbib},
  title        = {Schema design and implementation of the grasp-related mirror neuron
                  system},
  journal      = {Biol. Cybern.},
  volume       = {87},
  number       = {2},
  pages        = {116--140},
  year         = {2002},
  url          = {https://doi.org/10.1007/s00422-002-0318-1},
  doi          = {10.1007/S00422-002-0318-1},
  timestamp    = {Thu, 17 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bc/OztopA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ArbibBIO00,
  author       = {Michael A. Arbib and
                  Aude Billard and
                  Marco Iacoboni and
                  Erhan {\"{O}}ztop},
  title        = {Synthetic brain imaging: grasping, mirror neurons and imitation},
  journal      = {Neural Networks},
  volume       = {13},
  number       = {8-9},
  pages        = {975--997},
  year         = {2000},
  url          = {https://doi.org/10.1016/S0893-6080(00)00070-8},
  doi          = {10.1016/S0893-6080(00)00070-8},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/ArbibBIO00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/OztopMAY99,
  author       = {Erhan {\"{O}}ztop and
                  Adem Yasar M{\"{u}}layim and
                  Volkan Atalay and
                  Fatos T. Yarman{-}Vural},
  title        = {Repulsive attractive network for baseline extraction on document images},
  journal      = {Signal Process.},
  volume       = {75},
  number       = {1},
  pages        = {1--10},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0165-1684(98)00220-5},
  doi          = {10.1016/S0165-1684(98)00220-5},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/OztopMAY99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OztopMAY97,
  author       = {Erhan {\"{O}}ztop and
                  Adem Yasar M{\"{u}}layim and
                  Volkan Atalay and
                  Fatos T. Yarman{-}Vural},
  title        = {Repulsive attractive network for baseline extraction on document images},
  booktitle    = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
  pages        = {3181--3184},
  publisher    = {{IEEE} Computer Society},
  year         = {1997},
  url          = {https://doi.org/10.1109/ICASSP.1997.595468},
  doi          = {10.1109/ICASSP.1997.595468},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/OztopMAY97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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