PUB - Publikationen an der Universität Bielefeld

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• [12]
  

  2020 | Bielefelder E-Dissertation | PUB-ID: 2943362

  Panzner M. Learning action models by curiosity driven self exploration and language guided generalization. Bielefeld: Universität Bielefeld; 2020.

  PUB | PDF | DOI
   
• [11]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933998

  Panzner M, Cimiano P, Gaspers J. Modelling the co-emergence of linguistic constructions and action concepts: the case of action verbs. IEEE Transactions on Cognitive and Developmental Systems. 2019;11(3):435-449.

  PUB | PDF | DOI | WoS
   
• [10]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2911974

  Panzner M, Cimiano P. A Deep Reinforcement Learning Based Model Supporting Object Familiarization. In: Proceedings of the 7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. Lisbon, Portugal; 2017.

  PUB | PDF | DOI
   
• [9]
  

  2017 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2914356

  Panzner M, Cimiano P. A Deep Reinforcement Learning Based Model Supporting Object Familiarization. Presented at the International Conference on Development and Learning and on Epigenetic Robotics, Instituto Superior Tecnico (IST), Lisbon, Portugal.

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• [8]
  

  2016 | Datenpublikation | PUB-ID: 2904362

  Panzner M. TLS Dataset. Bielefeld University; 2016.

  PUB | Dateien verfügbar | DOI
   
• [7]
  

  2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903474

  Panzner M, Cimiano P. Comparing Hidden Markov Models and Long Short Term Memory Neural Networks for Learning Action Representations. In: Pardalos PM, Conca P, Giuffrida G, Nicosia G, eds. Machine Learning, Optimization, and Big Data : Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016. Revised Selected Papers. Lecture Notes in Computer Science. Vol 10122. Cham: Springer International Publishing; 2016: 94-105.

  PUB | PDF | DOI
   
• [6]
  

  2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2775414

  Panzner M, Cimiano P. Incremental learning of action models as HMMs over qualitative trajectory representations. Presented at the Workshop on New Challenges in Neural Computation (NC2), Aachen.

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• [5]
  

  2015 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2785577

  Panzner M, Cimiano P. Incremental learning of action models as HMMs over qualitative trajectory representations. Presented at the Workshop on New Challenges in Neural Computation (NC2), Aachen.

  PUB | PDF
   
• [4]
  

  2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2733058

  Panzner M, Gaspers J, Cimiano P. Learning linguistic constructions grounded in qualitative action models. In: IEEE International Symposium on Robot and Human Interactive Communication. 2015.

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• [3]
  

  2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2659127

  Gaspers J, Panzner M, Lemme A, Cimiano P, Rohlfing K, Wrede S. A multimodal corpus for the evaluation of computational models for (grounded) language acquisition. In: EACL Workshop on Cognitive Aspects of Computational Language Learning. 2014.

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• [2]
  

  2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2624505

  Panzner M, Beyer O, Cimiano P. Human Activity Classification with Online Growing Neural Gas. In: Workshop on New Challenges in Neural Computation (NC2). 2013: 106-113.

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• [1]
  

  2013 | Bielefelder Masterarbeit | PUB-ID: 2703072

  Panzner M. Online Klassifikation menschlicher Aktionen anhand von Space-Time Interest-Points. Bielefeld: Universität Bielefeld; 2013.

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