12 Publikationen
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949926Mohanty SP, Czakon J, Kaczmarek KA, Pyskir A, Tarasiewicz P, Kunwar S, Rohrbach J, Luo D, Prasad M, Fleer S, Göpfert JP, Tandon A, Mollard G, Rayaprolu N, Salathe M, Schilling M (2020)PUB | PDF | DOI | WoS | PubMed | Europe PMC
Deep Learning for Understanding Satellite Imagery: An Experimental Survey.
Frontiers in Artificial Intelligence 3: 534696. -
2020 | Bielefelder E-Dissertation | PUB-ID: 2949123Fleer S (2020)PUB | Dateien verfügbar | DOI
Scaffolding for learning from reinforcement: Improving interaction learning.
Bielefeld: Universität Bielefeld. -
2020 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2943876Moringen A, Fleer S, Walck G, Ritter H (2020)PUB | PDF | DOI | Download (ext.)
Attention-based Robot Learning of Haptic Interaction.
In: Haptics: Science, Technology, Applications. 12th International Conference, EuroHaptics 2020, Leiden, The Netherlands, September 6–9, 2020, Proceedings. Nisky I, Hartcher-O’Brien J, Wiertlewski M, Smeets J (Eds); Lecture Notes in Computer Science, 12272. Cham: Springer: 462-470. -
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2019 | Datenpublikation | PUB-ID: 2934182Fleer S (2019)PUB | Dateien verfügbar | DOI
Supplementary Material - Solving a tool-based interaction task using deep reinforcement learning with visual attention.
Bielefeld University. -
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2935994Fleer S, Ritter H (2019)PUB | DOI | Download (ext.)
Solving a Tool-Based Interaction Task Using Deep Reinforcement Learning with Visual Attention.
In: Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization. WSOM 2019. Advances in Intelligent Systems and Computing , 976. Cham: Springer: 231-240. -
2019 | Datenpublikation | PUB-ID: 2936475Fleer S, Moringen A, Klatzky RL, Ritter H (2019)PUB | Dateien verfügbar | DOI
Supplementary Material - Learning efficient haptic shape exploration with a rigid tactile sensor array.
Bielefeld University. -
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939854Moringen A, Fleer S, Ritter H (2019)PUB | DOI | Download (ext.)
Scaffolding Haptic Attention with Controller Gating.
In: Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation.28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part I. Tetko IV, Kůrková V, Karpov P, Theis F (Eds); Lecture Notes in Computer Science, 11727. Cham: Springer: 669-684. -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933709Fleer S, Ritter H (2019)PUB | DOI | Download (ext.)
Skill Transfer for Mediated Interaction Learning.
In: 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids). Piscataway, NJ: IEEE. -
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2017 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2914841Fleer S, Ritter H (2017)PUB | DOI
Comparing Action Sets: Mutual Information as a Measure of Control.
In: Artificial Neural Networks and Machine Learning – ICANN 2017. Lecture Notes in Computer Science, Cham: Springer International Publishing: 68-75.