12 Publikationen
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2020 | Bielefelder E-Dissertation | PUB-ID: 2943362
Learning action models by curiosity driven self exploration and language guided generalizationPUB | PDF | DOI
Panzner M (2020)
Bielefeld: Universität Bielefeld. -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933998
Modelling the co-emergence of linguistic constructions and action concepts: the case of action verbsPUB | PDF | DOI | WoS
Panzner M, Cimiano P, Gaspers J (2019)
IEEE Transactions on Cognitive and Developmental Systems 11(3): 435-449. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2911974
A Deep Reinforcement Learning Based Model Supporting Object FamiliarizationPUB | PDF | DOI
Panzner M, Cimiano P (2017)
In: Proceedings of the 7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. Lisbon, Portugal. -
2017 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2914356
A Deep Reinforcement Learning Based Model Supporting Object FamiliarizationPUB | PDF
Panzner M, Cimiano P (2017)
Presented at the International Conference on Development and Learning and on Epigenetic Robotics, Instituto Superior Tecnico (IST), Lisbon, Portugal. -
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903474
Comparing Hidden Markov Models and Long Short Term Memory Neural Networks for Learning Action RepresentationsPUB | PDF | DOI
Panzner M, Cimiano P (2016)
In: Machine Learning, Optimization, and Big Data : Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016. Revised Selected Papers. Pardalos PM, Conca P, Giuffrida G, Nicosia G (Eds); Lecture Notes in Computer Science, 10122. Cham: Springer International Publishing: 94-105. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2775414
Incremental learning of action models as HMMs over qualitative trajectory representationsPUB | PDF
Panzner M, Cimiano P (2015)
Presented at the Workshop on New Challenges in Neural Computation (NC2), Aachen. -
2015 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2785577
Incremental learning of action models as HMMs over qualitative trajectory representationsPUB | PDF
Panzner M, Cimiano P (2015)
Presented at the Workshop on New Challenges in Neural Computation (NC2), Aachen. -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2733058
Learning linguistic constructions grounded in qualitative action modelsPUB | PDF
Panzner M, Gaspers J, Cimiano P (2015)
In: IEEE International Symposium on Robot and Human Interactive Communication. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2659127
A multimodal corpus for the evaluation of computational models for (grounded) language acquisitionPUB | PDF
Gaspers J, Panzner M, Lemme A, Cimiano P, Rohlfing K, Wrede S (2014)
In: EACL Workshop on Cognitive Aspects of Computational Language Learning. -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2624505
Human Activity Classification with Online Growing Neural GasPUB | PDF
Panzner M, Beyer O, Cimiano P (2013)
In: Workshop on New Challenges in Neural Computation (NC2). 106-113. -
2013 | Bielefelder Masterarbeit | PUB-ID: 2703072
Online Klassifikation menschlicher Aktionen anhand von Space-Time Interest-PointsPUB | PDF
Panzner M (2013)
Bielefeld: Universität Bielefeld.