PUB - Publikationen an der Universität Bielefeld

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• [16]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988533

  A. Melnik, M. Miasayedzenkau, D. Makaravets, D. Pirshtuk, E. Akbulut, D. Holzmann, T. Renusch, G. Reichert, and H. Ritter, “Face Generation and Editing With StyleGAN: A Survey”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46, 3557-3576.

  PUB | PDF | DOI
   
• [15]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2958662

  M. Schilling, A. Melnik, F. W. Ohl, H. Ritter, and B. Hammer, “Decentralized control and local information for robust and adaptive decentralized Deep Reinforcement Learning”, Neural Networks, 2021, 144, 699-725.

  PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [14]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2956099

  A. Melnik, L. M. Lach, M. Plappert, T. Korthals, R. Haschke, and H. Ritter, “Using Tactile Sensing to Improve the Sample Efficiency and Performance of Deep Deterministic Policy Gradients for Simulated In-Hand Manipulation Tasks”, Frontiers in Robotics and AI, 2021, 8, : 538773.

  PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [13]
  

  2020 | Preprint | PUB-ID: 2948844

  A. Harter, A. Melnik, G. Kumar, D. Agarwal, A. Garg, and H. Ritter, “Solving Physics Puzzles by Reasoning about Paths”, arXiv:2011.07357, 2020.

  PUB | Download (ext.) | arXiv
   
• [12]
  

  2020 | Konferenzbeitrag | PUB-ID: 2945886

  N. Bach, A. Melnik, M. Schilling, T. Korthals, and H. Ritter, in 6th International Conference, LOD 2020, Siena, Italy, Proceedings, Springer, 2020.

  PUB | PDF
   
• [11]
  

  2020 | Konferenzbeitrag | PUB-ID: 2945884

  N. Bach, A. Melnik, F. Rosetto, and H. Ritter, in 6th International Conference, LOD 2020, Siena, Italy, Proceedings, Springer International Publishing, 2020.

  PUB | PDF
   
• [10]
  

  2019 | Zeitschriftenaufsatz | PUB-ID: 2937519

  T. Korthals, A. Melnik, M. Hesse, and J. Leitner, “Multisensory Assisted In-hand Manipulation of Objects with a Dexterous Hand”, 2019 IEEE International Conference on Robotics and Automation Workshop on Integrating Vision and Touch for Multimodal and Cross-modal Perception, (ViTac) 2019, Montreal, CA, May 20-25, 2019, 2019, 1-2.

  PUB | PDF
   
• [9]
  

  2019 | Zeitschriftenaufsatz | PUB-ID: 2937517

  K. Konen, T. Korthals, A. Melnik, and M. Schilling, “Biologically-Inspired Deep Reinforcement Learning of Modular Control for a Six-Legged Robot”, 2019 IEEE International Conference on Robotics and Automation Workshop on Learning Legged Locomotion Workshop, (ICRA) 2019, Montreal, CA, May 20-25, 2019, 2019, 1-3.

  PUB | PDF
   
• [8]
  

  2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2939836

  A. Melnik, L. Bramlage, H. Voss, F. Rossetto, and H. Ritter, 2019.

  PUB | Download (ext.)
   
• [7]
  

  2019 | Konferenzbeitrag | PUB-ID: 2937521

  T. Korthals, M. Hesse, J. Leitner, A. Melnik, and U. Rückert, in 22st International Conference on Information Fusion, (FUSION) 2019, Ottawa, CA, July 2-5, 2019, 2019, p. 1-8.

  PUB | PDF
   
• [6]
  

  2019 | Konferenzbeitrag | PUB-ID: 2933988

  A. Melnik, S. Fleer, M. Schilling, and H. Ritter, in 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Workshop on Causal Learning, 2019.

  PUB | arXiv
   
• [5]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932767

  A. Melnik, F. Schueler, C. A. Rothkopf, and P. Koenig, “The World as an External Memory. The Price of Saccades in a Sensorimotor Task”, FRONTIERS IN BEHAVIORAL NEUROSCIENCE, 2018, 12, : 253.

  PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [4]
  

  2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2940661

  Ł. Kidziński, S. P. Mohanty, C. Ong, Z. Huang, S. Zhou, A. Pechenko, A. Stelmaszczyk, P. Jarosik, M. Pavlov, S. Kolesnikov, et al., 2018.

  PUB | Download (ext.) | arXiv
   
• [3]
  

  2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2934190

  M. Schilling, and A. Melnik, in Biologically Inspired Cognitive Architectures 2018. Proceedings of the Ninth Annual Meeting of the BICA Society (Ed.: A.V. Samsonovic), Springer , Cham, 2018, p. 272-282.

  PUB | DOI
   
• [2]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2940668

  A. Melnik, P. Legkov, K. Izdebski, S. M. Kärcher, W. D. Hairston, D. P. Ferris, and P. König, “Systems, Subjects, Sessions: To What Extent Do These Factors Influence EEG Data?”, Frontiers in Human Neuroscience, 2017, 11, 150.

  PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
   
• [1]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2940669

  A. Melnik, W. D. Hairston, D. P. Ferris, and P. König, “EEG correlates of sensorimotor processing: independent components involved in sensory and motor processing”, Scientific Reports, 2017, 7, : 4461.

  PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC