12 Publikationen
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949926Mohanty, S. P., Czakon, J., Kaczmarek, K. A., Pyskir, A., Tarasiewicz, P., Kunwar, S., Rohrbach, J., Luo, D., Prasad, M., Fleer, S., et al. (2020). Deep Learning for Understanding Satellite Imagery: An Experimental Survey. Frontiers in Artificial Intelligence 3:534696.PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2020 | Bielefelder E-Dissertation | PUB-ID: 2949123Fleer, S. (2020). Scaffolding for learning from reinforcement: Improving interaction learning. Bielefeld: Universität Bielefeld.PUB | Dateien verfügbar | DOI
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2020 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2943876Moringen, A., Fleer, S., Walck, G., and Ritter, H. (2020). “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., and Smeets, J. eds. Lecture Notes in Computer Science, vol. 12272, (Cham: Springer), 462-470.PUB | PDF | DOI | Download (ext.)
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2019 | Datenpublikation | PUB-ID: 2934182Fleer, S. (2019). Supplementary Material - Solving a tool-based interaction task using deep reinforcement learning with visual attention. Bielefeld University.PUB | Dateien verfügbar | DOI
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2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2935994Fleer, S., and Ritter, H. (2019). “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 , vol. 976, (Cham: Springer), 231-240.PUB | DOI | Download (ext.)
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2019 | Datenpublikation | PUB-ID: 2936475Fleer, S., Moringen, A., Klatzky, R. L., and Ritter, H. (2019). Supplementary Material - Learning efficient haptic shape exploration with a rigid tactile sensor array. Bielefeld University.PUB | Dateien verfügbar | DOI
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2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939854Moringen, A., Fleer, S., and Ritter, H. (2019). “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, I. V., Kůrková, V., Karpov, P., and Theis, F. eds. Lecture Notes in Computer Science, vol. 11727, (Cham: Springer), 669-684.PUB | DOI | Download (ext.)
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933709Fleer, S., and Ritter, H. (2019). “Skill Transfer for Mediated Interaction Learning” in 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids) (Piscataway, NJ: IEEE).PUB | DOI | Download (ext.)
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2017 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2914841Fleer, S., and Ritter, H. (2017). “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.PUB | DOI