Publications in CogX WP5

• On the automatic Entropy-based construction of Probabilistic Automata in a Learning Robotic Scenario

  S. Roa and Geert-Jan M. Kruijff

  Robotics: Science and Systems (RSS) 2010 Workshop: Towards Closing the Loop: Active Learning for Robotics, 2010
• Online Discriminative Kernel Density Estimation

  Matej Kristan and Aleš Leonardis

  International Conference on Pattern Recognition, 2010
• Multivariate Online Kernel Density Estimation

  Matej Kristan and Aleš Leonardis

  Computer Vision Winter Workshop, 2010
• Tracking Non-Rigid Objects by Combining Local and Global Visual Model

  Luka Čehovin Zajc, Matej Kristan, and Aleš Leonardis

  Proceedings of the Fourteenth Computer Vision Winter Workshop, 2009
• A Computer Vision Integration Model for a Multi-modal Cognitive System

  Alen Vrečko, Danijel Skočaj, Nick Hawes, and Aleš Leonardis

  The 2009 IEEE/RSJ International Conference on Intelligent RObots and Systems, 2009
• Formalization of different learning strategies in a continuous learning framework

  Danijel Skočaj, Matej Kristan, and Aleš Leonardis

  Proceedings of the Ninth International Conference on Epigenetic Robotics; Modeling Cognitive Development in Robotic Systems, Lund University Cognitive Studies, 2009
• Curiosity-driven acquisition of sensorimotor concepts using memory-based active learning

  S. Roa, Geert-Jan M. Kruijff, and H. Jacobsson

  Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on, 2009
• Long Short-Term Memory for Affordances Learning

  S. Roa and Geert-Jan M. Kruijff

  Proceedings of the 9th International Conference on Epigenetic Robotics. Epigenetic Robotics (EpiRob-09), in Conjunction with Modeling Cognitive Development in Robotic Systems, November 12-14, Venice, Italy, 2009
• Cross-modal learning

  Danijel Skočaj, Geert-Jan M. Kruijff, and Aleš Leonardis

  Encyclopedia of the Sciences of Learning, Springer, 2012