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Jan Drchal
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Meta-learning approach to neural network optimization
P Kordík, J Koutník, J Drchal, O Kovářík, M Čepek, M Šnorek
Neural Networks 23 (4), 568-582, 2010
632010
HyperNEAT controlled robots learn how to drive on roads in simulated environment
J Drchal, J Koutník, M Snorek
2009 iEEE congress on evolutionary computation, 1087-1092, 2009
452009
Data-driven activity scheduler for agent-based mobility models
J Drchal, M Čertický, M Jakob
Transportation Research Part C: Emerging Technologies 98, 370-390, 2019
362019
VALFRAM: Validation Framework for Activity-Based Models
J Drchal, M Čertický, M Jakob
Journal of Artificial Societies and Social Simulation 19 (3), 2016
26*2016
Fully agent-based simulation model of multimodal mobility in European cities
M Čertický, J Drchal, M Cuchý, M Jakob
2015 International Conference on Models and Technologies for Intelligent …, 2015
252015
Optimizing synaptic weights of neural networks
J Drchal, A Kučerová, J Němeček
Proceedings of the third international conference on Engineering …, 2002
152002
Continually trained life-long classification
R Szadkowski, J Drchal, J Faigl
Neural Computing and Applications 34 (1), 135-152, 2022
82022
WiSM: Windowing surrogate model for evaluation of curvature-constrained tours with Dubins vehicle
J Drchal, J Faigl, P Váňa
IEEE Transactions on Cybernetics 52 (2), 1302-1311, 2020
82020
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller.
J Drchal, O Kapral, J Koutník, M Snorek
ICANN (2), 775-783, 2009
82009
Tree-based indirect encodings for evolutionary development of neural networks
J Drchal, M Šnorek
Artificial Neural Networks-ICANN 2008: 18th International Conference, Prague …, 2008
82008
USING A GENETIC ALGORITHM FOR OPTIMIZATION OF SYNAPTIC WEIGHTS OF NEURAL NETWORKS
JAN DRCHAL, A KUˇCEROVA, J NEMEˇCEK
82003
Evolution of recurrent neural networks
J Drchal
Czech Technical University, Faculty of Electrical Engineering, Prague, 2006
72006
Basic evaluation scenarios for incrementally trained classifiers
R Szadkowski, J Drchal, J Faigl
Artificial Neural Networks and Machine Learning–ICANN 2019: Deep Learning …, 2019
42019
Terrain classification with crawling robot using long short-term memory network
RJ Szadkowski, J Drchal, J Faigl
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
42018
Distance measures for HyperGP with fitness sharing
J Drchal, M Snorek
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
42012
Diversity visualization in evolutionary algorithms
J Drchal, M Šnorek
Proceedings of 41th Spring International Conference MOSIS 7, 77-84, 2007
42007
Fast sequence rejection for multi-goal planning with dubins vehicle
J Faigl, P Váňa, J Drchal
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
32020
Towards Data-Driven On-Demand Transport
M Egan, J Drchal, J Mrkos, M Jakob
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems 5 …, 2018
22018
Genetic programming of augmenting topologies for hypercube-based indirect encoding of artificial neural networks
J Drchal, M Šnorek
Soft Computing Models in Industrial and Environmental Applications: 7th …, 2013
22013
Dataset visualization based on a simulation of intermolecular forces
J Drchal, P Kordık, M Šnorek
IWIM 2007-International Workshop on Inductive Modelling 1, 246-253, 2007
22007
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