Jan Koutník
Jan Koutník
Director of Intelligent Automation, NNAISENSE
Verified email at idsia.ch
TitleCited byYear
LSTM: A Search Space Odyssey
K Greff, RK Srivastava, J Koutník, BR Steunebrink, J Schmidhuber
arXiv preprint arXiv:1503.04069, 2015
14742015
A Clockwork RNN
J Koutník, K Greff, F Gomez, J Schmidhuber
arXiv preprint arXiv:1402.3511, 2014
2642014
Evolving Large-Scale Neural Networks for Vision-Based Reinforcement Learning
J Koutník, G Cuccu, J Schmidhuber, F Gomez
125*
Super mario evolution
J Togelius, S Karakovskiy, J Koutník, J Schmidhuber
Computational Intelligence and Games, 2009. CIG 2009. IEEE Symposium on, 156-161, 2009
1202009
Evolving neural networks in compressed weight space
J Koutník, F Gomez, J Schmidhuber
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
482010
Meta-learning approach to neural network optimization
P Kordík, J Koutník, J Drchal, O Kovárík, M Cepek, M Snorek
Neural Networks 23 (4), 568-582, 2010
462010
HyperNEAT controlled robots learn how to drive on roads in simulated environment
J Drchal, J Koutník, M Snorek
Evolutionary Computation, 2009. CEC'09. IEEE Congress on, 1087-1092, 2009
372009
NEAT in HyperNEAT substituted with genetic programming
Z Buk, J Koutník, M Šnorek
Adaptive and Natural Computing Algorithms, 243-252, 2009
312009
Inductive modelling of temporal sequences by means of self-organization
J Koutnik
Proceeding of International Workshop on Inductive Modelling (IWIM 2007), 269-277, 2007
242007
Evolving Large-Scale Neural Networks for Vision-Based TORCS
J Koutník, G Cuccu, J Schmidhuber, F Gomez
23
Compressed Network Complexity Search
F Gomez, J Koutník, J Schmidhuber
Parallel Problem Solving from Nature-PPSN XII, 316-326, 2012
112012
Building of 3d environment models for mobile robotics using self-organization
J Koutník, R Mázl, M Kulich
Parallel Problem Solving from Nature-PPSN IX, 721-730, 2006
92006
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller
J Drchal, O Kapral, J Koutník, M Šnorek
Artificial Neural Networks–ICANN 2009, 775-783, 2009
82009
Grammatical evolution with bidirectional representation
J Kubalík, J Koutník, L Rothkrantz
Genetic Programming, 19-35, 2003
72003
Temporal hebbian self-organizing map for sequences
J Koutník, M Šnorek
Artificial Neural Networks-ICANN 2008, 632-641, 2008
52008
Single categorizing and learning module for temporal sequences
J Koutnik, M Snorek
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference …, 2004
32004
Unsupervised modeling of partially observable environments
V Graziano, J Koutník, J Schmidhuber
Machine Learning and Knowledge Discovery in Databases, 503-515, 2011
22011
Neural Network Generating Hidden Markov Chain
J Koutník, M Šnorek
Adaptive and Natural Computing Algorithms, 518-521, 2005
22005
SiMoNNe-Simulator of modular neural networks
J Brunner, J Koutnik
Neural Network World 12 (3), 267-278, 2002
22002
A Frequency-Domain Encoding for Neuroevolution
J Koutník, J Schmidhuber, F Gomez
arXiv preprint arXiv:1212.6521, 2012
12012
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Articles 1–20