Leo Pape

Publications 2006 - 2013

• Pape, L., C. M. Oddo, M. Controzzi, C. Cipriani, A. Förster, M. C. Carrozza and J. Schmidhuber (2012), Learning tactile skills through curious exploration. Frontiers in Neurorobotics, 6:6.
• Graziano, V., T. Glasmachers, T. Schaul, L. Pape, G. Cuccu, J. Leitner and J. Schmidhuber (2011), Artificial curiosity for autonomous space exploration. Acta Futura (ESA), 4, 41-51.
• Pape, L. and B. G. Ruessink (2011), Neural-network predictability experiments for nearshore sandbar migration. Continental Shelf Research, 31, 1033-1042.
• Pape, L., B. G. Ruessink and Y. Kuriyama (2010), Models and scales for nearshore sandbar migration. Journal of Geophysical Research, 115, F03043.
  Also discussed in JGR Editors' highlight and EOS Research Spotlight, Eos (2010), 91(48), 468.
• Pape, L., N. G. Plant and B. G. Ruessink (2010), On cross-shore migration and equilibrium states of nearshore sandbars. Journal of Geophysical Research, 115, F03008.
• Ruessink, B.G., L. Pape and I.L. Turner (2009), Daily to interannual cross-shore sandbar migration: observations from a double sandbar system. Continental Shelf Research, 29, 1663-1677.
• Pape, L. and B.G. Ruessink (2008), Multivariate analysis of nonlinearity in sandbar behavior. Nonlinear Processes in Geophysics, 15, 145-158.
• Pape, L., J. de Gruijl and M.A. Wiering (2008), Democratic liquid state machines for music recognition. In: Speech, Audio, Image and Biomedical Signal Processing using Neural Networks, Bookseries: Studies in Computational Intelligence, vol 83, B. Prasad and S.R.M. Prasanna (Eds.), Springer Berlin / Heidelberg.
• Pape, L., B.G. Ruessink, M.A. Wiering and I.L. Turner (2007), Recurrent neural network modeling of nearshore sandbar behavior. Neural Networks, 20, 509-518.

• Kompella, V.R., M. Luciw, M. Stollenga, L. Pape, and J. Schmidhuber (2012), Autonomous learning of abstractions using curiosity-driven modular incremental slow feature analysis. ICDL-EpiRob 2012, San Diego, CA.
• Kompella, V.R., L. Pape, J. Masci, M. Frank and J. Schmidhuber (2011), AutoIncSFA and vision-based developmental learning for humanoid robots. Humanoids 2011, Bled, Slovenia.
• Pape, L., A. Kok (2011), Real-world limits to algorithmic intelligence. Fourth Conference on Artificial General Intelligence, Mountain View, CA. Lecture Notes in Artificial Intelligence 6830, 394-400.
• Schaul, T., L. Pape, T. Glasmachers, V. Graziano, and J. Schmidhuber (2011), Coherence progress: a measure of interestingness based on fixed compressors. Fourth Conference on Artificial General Intelligence, Mountain View, CA. Lecture Notes in Artificial Intelligence 6830, 21-30.
• Pape, L., F. Gomez, M. Ring and J. Schmidhuber (2011), Modular deep belief networks that do not forget. IJCNN 2011, San Jose, CA, 1191-1198.
• Pape, L. (2010), Compression-driven progress in science, Third Conference on Artificial General Intelligence, Lugano, Switzerland.
• Pape, L., B.G. Ruessink and Y. Kuriyama (2009), Models and scales for nearshore sandbar behavior. Coastal Dynamics 2009, paper 52, Tokyo, Japan.
• Pape, L., N.G. Plant and B.G. Ruessink (2009), Cross-shore sandbar response to waves. Journal of Coastal Research, 56, 1030-1034.
• Pape, L., B.G. Ruessink, M.A. Wiering and I.L. Turner (2006), Neural network modeling of nearshore sandbar behavior. IJCNN 2006, Vancouver, Canada, 8735-8742.

• Pape, L. (2011), Towards practical implementations of curious robots, Dagstuhl Seminar on Exploration and Curiosity in Robot Learning and Inference, 2011, 11131 1(3), 79.
• Pape, L. and B. G. Ruessink (2008), Interannual cross-shore sandbar migration, Transactions of the American Geophysical Union, Fall Meeting 2008, 89(53), OS23A-1240.
• Pape, L., and N. G. Plant (2008), Nonlinear analysis of dynamical attractors for sandbar behavior, Dynamics Days Europe, 2008, Delft, The Netherlands.
• Pape, L. (2007), Nonlinearity in sandbar behavior, Complexity in Geomorphology, 38th Binghamton Geomorphology Symposium, Durham, North Carolina.

• Pape, L. (2008), BLIM toolbox manual. Technical Report. R 08-02, IMAU, Utrecht.

• Pape, L. (2010), Predictability of nearshore sandbar behavior, PhD Thesis, Royal Dutch Geographical Society, Utrecht, The Netherlands, ISBN 978-90-6809-435-0.
• Pape, L. (2006), Neural machines for music recognition, Master's Thesis.

http://www.idsia.ch/~pape/

last update: 22 February 2013