Publications 2019

• Wide and Deep Reinforcement Learning Extended for Grid-Based Action Games
  Juan Manuel Montoya-Bayardo and Christian Borgelt
  Proc. 11th Int. Conf. on Agents and Artificial Intelligence (ICAART 2019, Prague, Czech Republic), 224-245.
  doi:10.1007/978-3-030-37494-5_12 springer.com
  (22 pages)
• Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning
  Inés Couso, Christian Borgelt, Eyke Hüllermeier, and Rudolf Kruse
  IEEE Computational Intelligence Magazine 14(1):31-44
  IEEE Press, Piscataway, NJ, USA 2019
  doi:10.1109/MCI.2018.2881642 ieeexplore.ieee.com
  (14 pages)
• AlgoNet: C^∞ Smooth Algorithmic Neural Networks for Solving Inverse Problems
  Felix Petersen, Christian Borgelt and Oliver Deussen
  Proc. NeurIPS 2019 Workshop on Solving Inverse Problems with Deep Networks
  doi:10.48550/arXiv.1905.06886 workshop papers
  (5 pages)
• Widened Learning of Index Tracking Portfolios
  Iuliia Gavriushina, Oliver Sampson, Michael R.~Berthold, Winfried Pohlmeier, and Christian Borgelt
  Proc. IEEE Int. Conf. on Machine Learning and Applications (ICMLA 2019, Boca Raton, FL), 1800-1805
  IEEE Press, Piscataway, NJ, USA 2019
  doi:10.1109/ICMLA.2019.00291 ieeexplore.ieee.com
  (6 pages)
• Aggregation of Subclassifications: Methods, Tools and Experiments
  Christoph Doell and Christian Borgelt
  Proc. IEEE Symposium Series on Computational Intelligence (SSCI 2019, Xiamen, China), 3124-3131
  IEEE Press, Piscataway, NJ, USA 2019
  doi:10.1109/SSCI44817.2019.90028061 ieeexplore.ieee.com
  (8 pages)
• Wide and Deep Reinforcement Learning for Grid-Based Action Games
  Juan Manuel Montoya-Bayardo and Christian Borgelt
  Proc. 11th Int. Conf. on Agents and Artificial Intelligence (ICAART 2019, Prague, Czech Republic), 2:50-59.
  Scitepress Digital Library, Setúbal, Portugal 2019
  doi:10.5220/0007313200500059 scitepress.org
  (10 pages)

The publications made available on these pages as PDF or Postcript files are, unless published as Open Access, preliminary draft versions that may deviate from the finally published printed versions that are subject to copyright restrictions.