| 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 | 55 | 2010 |
| 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 | 40 | 2009 |
| 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 | 19 | 2015 |
| VALFRAM: Validation Framework for Activity-Based Models J Drchal, M Čertický, M Jakob Journal of Artificial Societies and Social Simulation 19 (3), 2016 | 17* | 2016 |
| Optimizing synaptic weights of neural networks J Drchal, A Kučerová, J Němeček Proceedings of the third international conference on Engineering …, 2002 | 15 | 2002 |
| 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 | 11 | 2019 |
| Combining multiple inputs in HyperNEAT mobile agent controller J Drchal, O Kapral, J Koutník, M Šnorek International Conference on Artificial Neural Networks, 775-783, 2009 | 8 | 2009 |
| USING A GENETIC ALGORITHM FOR OPTIMIZATION OF SYNAPTIC WEIGHTS OF NEURAL NETWORKS JAN DRCHAL, A KUˇCEROVA, J NEMEˇCEK | 8 | 2003 |
| Evolution of recurrent neural networks J Drchal Czech Technical University, Faculty of Electrical Engineering, Prague, 2006 | 6 | 2006 |
| Tree-based indirect encodings for evolutionary development of neural networks J Drchal, M Šnorek International Conference on Artificial Neural Networks, 839-848, 2008 | 5 | 2008 |
| Diversity visualization in evolutionary algorithms J Drchal, M Šnorek Proceedings of 41th Spring International Conference MOSIS 7, 77-84, 2007 | 4 | 2007 |
| WiSM: Windowing surrogate model for evaluation of curvature-constrained tours with Dubins vehicle J Drchal, J Faigl, P Váňa IEEE Transactions on Cybernetics, 2020 | 3 | 2020 |
| Distance measures for HyperGP with fitness sharing J Drchal, M Snorek Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 3 | 2012 |
| 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 | 2 | 2007 |
| 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 | 1 | 2020 |
| Basic Evaluation Scenarios for Incrementally Trained Classifiers R Szadkowski, J Drchal, J Faigl International Conference on Artificial Neural Networks, 507-517, 2019 | 1 | 2019 |
| 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 | 1 | 2018 |
| Liftago on-demand transport dataset and market formation algorithm based on machine learning J Mrkos, J Drchal, M Egan, M Jakob arXiv preprint arXiv:1608.02858, 2016 | 1 | 2016 |
| 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, 63-72, 2013 | 1 | 2013 |
| Autoencoders Covering Space as a Life-Long Classifier R Szadkowski, J Drchal, J Faigl International Workshop on Self-Organizing Maps, 271-281, 2019 | | 2019 |
Michal JakobAssociate Professor, Artificial Intelligence Center, Czech Technical University in PragueVerified email at agents.fel.cvut.cz
