| Evolving deep neural networks R Miikkulainen, J Liang, E Meyerson, A Rawal, D Fink, O Francon, B Raju, ... Artificial intelligence in the age of neural networks and brain computing …, 2019 | 935 | 2019 |
| Evolutionary architecture search for deep multitask networks J Liang, E Meyerson, R Miikkulainen Proceedings of the genetic and evolutionary computation conference, 466-473, 2018 | 118 | 2018 |
| Beyond shared hierarchies: Deep multitask learning through soft layer ordering E Meyerson, R Miikkulainen arXiv preprint arXiv:1711.00108, 2017 | 108 | 2017 |
| Evolutionary neural automl for deep learning J Liang, E Meyerson, B Hodjat, D Fink, K Mutch, R Miikkulainen Proceedings of the Genetic and Evolutionary Computation Conference, 401-409, 2019 | 78 | 2019 |
| Frame skip is a powerful parameter for learning to play atari A Braylan, M Hollenbeck, E Meyerson, R Miikkulainen Workshops at the twenty-ninth AAAI conference on artificial intelligence, 2015 | 71 | 2015 |
| Pseudo-task augmentation: From deep multitask learning to intratask sharing—and back E Meyerson, R Miikkulainen International Conference on Machine Learning, 3511-3520, 2018 | 48 | 2018 |
| Learning behavior characterizations for novelty search E Meyerson, J Lehman, R Miikkulainen Proceedings of the Genetic and Evolutionary Computation Conference 2016, 149-156, 2016 | 47 | 2016 |
| DMVP: foremost waypoint coverage of time-varying graphs E Aaron, D Krizanc, E Meyerson Graph-Theoretic Concepts in Computer Science: 40th International Workshop …, 2014 | 43 | 2014 |
| Quantifying point-prediction uncertainty in neural networks via residual estimation with an i/o kernel X Qiu, E Meyerson, R Miikkulainen arXiv preprint arXiv:1906.00588, 2019 | 42 | 2019 |
| Artificial intelligence in the age of neural networks and brain computing R Miikkulainen, J Liang, E Meyerson, A Rawal, D Fink, O Francon, B Raju, ... Elsevier, 2019 | 39 | 2019 |
| Flavor-cyber-agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling AJ Johnson, E Meyerson, J de la Parra, TL Savas, R Miikkulainen, ... PLoS One 14 (4), e0213918, 2019 | 35 | 2019 |
| Reuse of neural modules for general video game playing A Braylan, M Hollenbeck, E Meyerson, R Miikkulainen Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 29 | 2016 |
| Modular universal reparameterization: Deep multi-task learning across diverse domains E Meyerson, R Miikkulainen Advances in Neural Information Processing Systems 32, 2019 | 25 | 2019 |
| From prediction to prescription: evolutionary optimization of nonpharmaceutical interventions in the COVID-19 pandemic R Miikkulainen, O Francon, E Meyerson, X Qiu, D Sargent, E Canzani, ... IEEE Transactions on Evolutionary Computation 25 (2), 386-401, 2021 | 24 | 2021 |
| Evolving deep neural networks. 2017 R Miikkulainen, J Liang, E Meyerson, A Rawal, D Fink, O Francon, B Raju, ... arXiv preprint arXiv:1703.00548, 2017 | 18 | 2017 |
| Chapter 15-evolving deep neural networks R Miikkulainen, J Liang, E Meyerson, A Rawal, D Fink, O Francon, B Raju, ... Artificial Intelligence in the Age of Neural Networks and Brain Computing …, 0 | 17 | |
| Effective reinforcement learning through evolutionary surrogate-assisted prescription O Francon, S Gonzalez, B Hodjat, E Meyerson, R Miikkulainen, X Qiu, ... Proceedings of the 2020 Genetic and evolutionary computation conference, 814-822, 2020 | 16 | 2020 |
| Discovering evolutionary stepping stones through behavior domination E Meyerson, R Miikkulainen Proceedings of the Genetic and Evolutionary Computation Conference, 139-146, 2017 | 15 | 2017 |
| Evolving deep neural networks. CoRR abs/1703.00548 (2017) R Miikkulainen, JZ Liang, E Meyerson, A Rawal, D Fink, O Francon, ... arXiv preprint arXiv:1703.00548, 2017 | 12 | 2017 |
| Evolving deep neural networks. arxiv 2017 R Miikkulainen, J Liang, E Meyerson, A Rawal, D Fink, O Francon, B Raju, ... arXiv preprint arXiv:1703.00548, 0 | 12 | |
Risto MiikkulainenProfessor of Computer Science, the University of Texas at AustinVerified email at cs.utexas.edu
