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2020 – today
- 2020
[c23]Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon:
Infinite-Horizon Differentiable Model Predictive Control. ICLR 2020- [c22]Alessio Quaglino, Marco Gallieri, Jonathan Masci, Jan Koutník:
SNODE: Spectral Discretization of Neural ODEs for System Identification. ICLR 2020 - [i10]Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon:
Infinite-Horizon Differentiable Model Predictive Control. CoRR abs/2001.02244 (2020) - [i9]Mayank Mittal, Marco Gallieri, Alessio Quaglino, Seyed Sina Mirrazavi Salehian, Jan Koutník:
Neural Lyapunov Model Predictive Control. CoRR abs/2002.10451 (2020)
2010 – 2019
- 2019
- [i8]Alessio Quaglino, Marco Gallieri, Jonathan Masci, Jan Koutník:
Accelerating Neural ODEs with Spectral Elements. CoRR abs/1906.07038 (2019) - [i7]Marco Gallieri, Seyed Sina Mirrazavi Salehian, Nihat Engin Toklu, Alessio Quaglino, Jonathan Masci, Jan Koutník, Faustino J. Gomez:
Safe Interactive Model-Based Learning. CoRR abs/1911.06556 (2019) - 2017
- [j5]Klaus Greff
, Rupesh Kumar Srivastava, Jan Koutník, Bas R. Steunebrink, Jürgen Schmidhuber:
LSTM: A Search Space Odyssey. IEEE Trans. Neural Networks Learn. Syst. 28(10): 2222-2232 (2017) - [c21]Julian Georg Zilly, Rupesh Kumar Srivastava, Jan Koutník, Jürgen Schmidhuber:
Recurrent Highway Networks. ICML 2017: 4189-4198 - 2016
- [c20]Sjoerd van Steenkiste, Jan Koutník, Kurt Driessens, Jürgen Schmidhuber:
A Wavelet-based Encoding for Neuroevolution. GECCO 2016: 517-524 - [c19]Michael Wand, Jan Koutník, Jürgen Schmidhuber:
Lipreading with long short-term memory. ICASSP 2016: 6115-6119 - [i6]Michael Wand, Jan Koutník, Jürgen Schmidhuber:
Lipreading with Long Short-Term Memory. CoRR abs/1601.08188 (2016) - [i5]Simon Harding, Jan Koutník, Klaus Greff, Jürgen Schmidhuber, Andy Adamatzky:
Discovering Boolean Gates in Slime Mould. CoRR abs/1607.02168 (2016) - [i4]Julian G. Zilly, Rupesh Kumar Srivastava, Jan Koutník, Jürgen Schmidhuber:
Recurrent Highway Networks. CoRR abs/1607.03474 (2016) - 2015
- [i3]Klaus Greff, Rupesh Kumar Srivastava, Jan Koutník, Bas R. Steunebrink, Jürgen Schmidhuber:
LSTM: A Search Space Odyssey. CoRR abs/1503.04069 (2015) - 2014
- [c18]Jan Koutník, Jürgen Schmidhuber, Faustino J. Gomez:
Evolving deep unsupervised convolutional networks for vision-based reinforcement learning. GECCO 2014: 541-548 - [c17]Jan Koutník, Klaus Greff, Faustino J. Gomez, Jürgen Schmidhuber:
A Clockwork RNN. ICML 2014: 1863-1871 - [c16]Jan Koutník, Jürgen Schmidhuber, Faustino J. Gomez:
Online Evolution of Deep Convolutional Network for Vision-Based Reinforcement Learning. SAB 2014: 260-269 - [i2]Jan Koutník, Klaus Greff, Faustino J. Gomez, Jürgen Schmidhuber:
A Clockwork RNN. CoRR abs/1402.3511 (2014) - 2013
- [c15]Bas R. Steunebrink, Jan Koutník, Kristinn R. Thórisson, Eric Nivel, Jürgen Schmidhuber:
Resource-Bounded Machines are Motivated to be Effective, Efficient, and Curious. AGI 2013: 119-129 - [c14]Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez:
Evolving large-scale neural networks for vision-based TORCS. FDG 2013: 206-212 - [c13]Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez:
Evolving large-scale neural networks for vision-based reinforcement learning. GECCO 2013: 1061-1068 - 2012
- [j4]Tobias Glasmachers, Jan Koutník, Jürgen Schmidhuber:
Kernel representations for evolving continuous functions. Evol. Intell. 5(3): 171-187 (2012) - [c12]Faustino J. Gomez, Jan Koutník, Jürgen Schmidhuber:
Complexity search for compressed neural networks. GECCO (Companion) 2012: 1455-1456 - [c11]Faustino J. Gomez, Jan Koutník, Jürgen Schmidhuber:
Compressed Network Complexity Search. PPSN (1) 2012: 316-326 - [i1]Jan Koutník, Jürgen Schmidhuber, Faustino J. Gomez:
A Frequency-Domain Encoding for Neuroevolution. CoRR abs/1212.6521 (2012) - 2011
- [c10]Vincent Graziano, Jan Koutník, Jürgen Schmidhuber:
Unsupervised Modeling of Partially Observable Environments. ECML/PKDD (1) 2011: 503-515 - 2010
- [j3]Vera Kurková, Roman Neruda, Jan Koutník:
Editorial. Neural Networks 23(4): 465 (2010) - [j2]Pavel Kordík, Jan Koutník, Jan Drchal, Oleg Kovárík, Miroslav Cepek, Miroslav Snorek:
Meta-learning approach to neural network optimization. Neural Networks 23(4): 568-582 (2010) - [c9]Jan Koutník, Faustino J. Gomez, Jürgen Schmidhuber:
Evolving neural networks in compressed weight space. GECCO 2010: 619-626
2000 – 2009
- 2009
- [c8]Jan Drchal, Jan Koutník, Miroslav Snorek:
HyperNEAT controlled robots learn how to drive on roads in simulated environment. IEEE Congress on Evolutionary Computation 2009: 1087-1092 - [c7]Julian Togelius, Sergey Karakovskiy, Jan Koutník, Jürgen Schmidhuber:
Super mario evolution. CIG 2009: 156-161 - [c6]Jan Drchal, Ondrej Kapral, Jan Koutník, Miroslav Snorek:
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller. ICANN (2) 2009: 775-783 - [c5]Zdenek Buk, Jan Koutník, Miroslav Snorek:
NEAT in HyperNEAT Substituted with Genetic Programming. ICANNGA 2009: 243-252 - 2008
- [c4]Jan Koutník, Miroslav Snorek:
Temporal Hebbian Self-Organizing Map for Sequences. ICANN (1) 2008: 632-641 - [e2]Vera Kurková, Roman Neruda, Jan Koutník:
Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I. Lecture Notes in Computer Science 5163, Springer 2008, ISBN 978-3-540-87535-2 [contents] - [e1]Vera Kurková, Roman Neruda, Jan Koutník:
Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II. Lecture Notes in Computer Science 5164, Springer 2008, ISBN 978-3-540-87558-1 [contents] - 2006
- [c3]Jan Koutník, Miroslav Snorek:
Self-Organizing Neural Networks for Signal Recognition. ICANN (1) 2006: 406-414 - [c2]Jan Koutník, Roman Mázl, Miroslav Kulich:
Building of 3D Environment Models for Mobile Robotics Using Self-organization. PPSN 2006: 721-730 - 2005
- [j1]Pavel Slavík, Pavel Mach, Miroslav Snorek, Jan Koutník:
Digital archiving of specific scientific information in the Czech Republic. Data Sci. J. 4: 237-243 (2005) - 2003
- [c1]Jirí Kubalík, Jan Koutník, Léon J. M. Rothkrantz:
Grammatical Evolution with Bidirectional Representation. EuroGP 2003: 354-363
Coauthor Index
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