Jan Koutník

42 papers A* 4A 5B 4C 1Misc 1Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2020 A* conf
Infinite-Horizon Differentiable Model Predictive Control.
ICLR
Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon
2020 J jnl
Infinite-Horizon Differentiable Model Predictive Control.
CoRR
Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon
2020 J jnl
Neural Lyapunov Model Predictive Control.
CoRR
Mayank Mittal, Marco Gallieri, Alessio Quaglino, Seyed Sina Mirrazavi Salehian, Jan Koutník
2020 A* conf
SNODE: Spectral Discretization of Neural ODEs for System Identification.
ICLR
Alessio Quaglino, Marco Gallieri, Jonathan Masci, Jan Koutník
2019 J jnl
Accelerating Neural ODEs with Spectral Elements.
CoRR
Alessio Quaglino, Marco Gallieri, Jonathan Masci, Jan Koutník
2019 J jnl
Safe Interactive Model-Based Learning.
CoRR
Marco Gallieri, Seyed Sina Mirrazavi Salehian, Nihat Engin Toklu, Alessio Quaglino, Jonathan Masci, Jan Koutník, Faustino J. Gomez
2017 J jnl
LSTM: A Search Space Odyssey.
IEEE Trans. Neural Networks Learn. Syst.
Klaus Greff, Rupesh Kumar Srivastava, Jan Koutník, Bas R. Steunebrink, Jürgen Schmidhuber
2017 A* conf
Recurrent Highway Networks.
ICML
Julian Georg Zilly, Rupesh Kumar Srivastava, Jan Koutník, Jürgen Schmidhuber
2016 A conf
A Wavelet-based Encoding for Neuroevolution.
GECCO
Sjoerd van Steenkiste, Jan Koutník, Kurt Driessens, Jürgen Schmidhuber
2016 J jnl
Discovering Boolean Gates in Slime Mould.
CoRR
Simon Harding, Jan Koutník, Klaus Greff, Jürgen Schmidhuber, Andy Adamatzky
2016 J jnl
Lipreading with Long Short-Term Memory.
CoRR
Michael Wand, Jan Koutník, Jürgen Schmidhuber
2016 Misc conf
Lipreading with long short-term memory.
ICASSP
Michael Wand, Jan Koutník, Jürgen Schmidhuber
2016 J jnl
Recurrent Highway Networks.
CoRR
Julian G. Zilly, Rupesh Kumar Srivastava, Jan Koutník, Jürgen Schmidhuber
2015 J jnl
LSTM: A Search Space Odyssey.
CoRR
Klaus Greff, Rupesh Kumar Srivastava, Jan Koutník, Bas R. Steunebrink, Jürgen Schmidhuber
2014 A* conf
A Clockwork RNN.
ICML
Jan Koutník, Klaus Greff, Faustino J. Gomez, Jürgen Schmidhuber
2014 J jnl
A Clockwork RNN.
CoRR
Jan Koutník, Klaus Greff, Faustino J. Gomez, Jürgen Schmidhuber
2014 A conf
Evolving deep unsupervised convolutional networks for vision-based reinforcement learning.
GECCO
Jan Koutník, Jürgen Schmidhuber, Faustino J. Gomez
2014 — conf
Online Evolution of Deep Convolutional Network for Vision-Based Reinforcement Learning.
SAB
Jan Koutník, Jürgen Schmidhuber, Faustino J. Gomez
2013 C conf
Evolving large-scale neural networks for vision-based TORCS.
FDG
Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez
2013 A conf
Evolving large-scale neural networks for vision-based reinforcement learning.
GECCO
Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez
2013 — conf
Resource-Bounded Machines are Motivated to be Effective, Efficient, and Curious.
AGI
Bas R. Steunebrink, Jan Koutník, Kristinn R. Thórisson, Eric Nivel, Jürgen Schmidhuber
2012 J jnl
A Frequency-Domain Encoding for Neuroevolution
CoRR
Jan Koutník, Jürgen Schmidhuber, Faustino J. Gomez
2012 — conf
Complexity search for compressed neural networks.
GECCO (Companion)
Faustino J. Gomez, Jan Koutník, Jürgen Schmidhuber
2012 — conf
Compressed Network Complexity Search.
PPSN (1)
Faustino J. Gomez, Jan Koutník, Jürgen Schmidhuber
2012 J jnl
Kernel representations for evolving continuous functions.
Evol. Intell.
Tobias Glasmachers, Jan Koutník, Jürgen Schmidhuber
2011 — conf
Unsupervised Modeling of Partially Observable Environments.
ECML/PKDD (1)
Vincent Graziano, Jan Koutník, Jürgen Schmidhuber
2010 J jnl
Editorial.
Neural Networks
Vera Kurková, Roman Neruda, Jan Koutník
2010 A conf
Evolving neural networks in compressed weight space.
GECCO
Jan Koutník, Faustino J. Gomez, Jürgen Schmidhuber
2010 J jnl
Meta-learning approach to neural network optimization.
Neural Networks
Pavel Kordík, Jan Koutník, Jan Drchal, Oleg Kovárík, Miroslav Cepek, Miroslav Snorek
2009 — conf
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller.
ICANN (2)
Jan Drchal, Ondrej Kapral, Jan Koutník, Miroslav Snorek
2009 B conf
HyperNEAT controlled robots learn how to drive on roads in simulated environment.
IEEE Congress on Evolutionary Computation
Jan Drchal, Jan Koutník, Miroslav Snorek
2009 — conf
NEAT in HyperNEAT Substituted with Genetic Programming.
ICANNGA
Zdenek Buk, Jan Koutník, Miroslav Snorek
2009 — conf
Super mario evolution.
CIG
Julian Togelius, Sergey Karakovskiy, Jan Koutník, Jürgen Schmidhuber
2008 — ed.
Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I
ICANN (1)
Vera Kurková, Roman Neruda, Jan Koutník
2008 — ed.
Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II
ICANN (2)
Vera Kurková, Roman Neruda, Jan Koutník
2008 — conf
Temporal Hebbian Self-Organizing Map for Sequences.
ICANN (1)
Jan Koutník, Miroslav Snorek
2006 A conf
Building of 3D Environment Models for Mobile Robotics Using Self-organization.
PPSN
Jan Koutník, Roman Mázl, Miroslav Kulich
2006 — conf
Self-Organizing Neural Networks for Signal Recognition.
ICANN (1)
Jan Koutník, Miroslav Snorek
2005 J jnl
Digital archiving of specific scientific information in the Czech Republic.
Data Sci. J.
Pavel Slavík, Pavel Mach, Miroslav Snorek, Jan Koutník
2004 B conf
Single categorizing and learning module for temporal sequences.
IJCNN
Jan Koutník, Miroslav Snorek
2003 B conf
Enhancement of categorizing and learning module (CALM) - embedded detection of signal change.
IJCNN
Jan Koutník, Miroslav Snorek
2003 B conf
Grammatical Evolution with Bidirectional Representation.
EuroGP
Jirí Kubalík, Jan Koutník, Léon J. M. Rothkrantz