PUB - Publikationen an der Universität Bielefeld

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• [12]
  

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

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

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• [11]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933998

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

  PUB | PDF | DOI | WoS
   
• [10]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2911974

  Panzner, M.; Cimiano, P. (2017): 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.

  PUB | PDF | DOI
   
• [9]
  

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

  Panzner, M.; Cimiano, P. (2017): A Deep Reinforcement Learning Based Model Supporting Object Familiarization. Lisbon, Portugal.

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• [8]
  

  2016 | Datenpublikation | PUB-ID: 2904362

  Panzner, M. (2016): TLS Dataset. Bielefeld University.

  PUB | Dateien verfügbar | DOI
   
• [7]
  

  2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903474

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

  PUB | PDF | DOI
   
• [6]
  

  2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2775414

  Panzner, M.; Cimiano, P. (2015): Incremental learning of action models as HMMs over qualitative trajectory representations. S. 76-84.

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• [5]
  

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

  Panzner, M.; Cimiano, P. (2015): Incremental learning of action models as HMMs over qualitative trajectory representations.

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• [4]
  

  2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2733058

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

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• [3]
  

  2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2659127

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

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• [2]
  

  2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2624505

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

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• [1]
  

  2013 | Bielefelder Masterarbeit | PUB-ID: 2703072

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

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