| Evolving Deep Neural Networks R Miikkulainen, JZ Liang, E Meyerson, A Rawal, D Fink, O Francon, ... preprint arXiv: 1703.00548v2, 2017 | 1214* | 2017 |
| Generative teaching networks: Accelerating neural architecture search by learning to generate synthetic training data FP Such, A Rawal, J Lehman, K Stanley, J Clune International Conference on Machine Learning, 9206-9216, 2020 | 159 | 2020 |
| Enhanced poet: Open-ended reinforcement learning through unbounded invention of learning challenges and their solutions R Wang, J Lehman, A Rawal, J Zhi, Y Li, J Clune, K Stanley International Conference on Machine Learning, 9940-9951, 2020 | 106 | 2020 |
| From nodes to networks: Evolving recurrent neural networks A Rawal, R Miikkulainen arXiv preprint arXiv:1803.04439, 2018 | 92 | 2018 |
| Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity T Miconi, A Rawal, J Clune, KO Stanley arXiv preprint arXiv:2002.10585, 2020 | 86 | 2020 |
| Evolving deep LSTM-based memory networks using an information maximization objective A Rawal, R Miikkulainen Proceedings of the genetic and evolutionary computation conference 2016, 501-508, 2016 | 62 | 2016 |
| 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 | 53 | 2019 |
| Constructing competitive and cooperative agent behavior using coevolution A Rawal, P Rajagopalan, R Miikkulainen Proceedings of the 2010 IEEE conference on computational intelligence and …, 2010 | 53 | 2010 |
| Memory efficient continual learning with transformers B Ermis, G Zappella, M Wistuba, A Rawal, C Archambeau Advances in Neural Information Processing Systems 35, 10629-10642, 2022 | 30 | 2022 |
| Multiagent learning through neuroevolution R Miikkulainen, E Feasley, L Johnson, I Karpov, P Rajagopalan, A Rawal, ... Advances in Computational Intelligence: IEEE World Congress on Computational …, 2012 | 28 | 2012 |
| 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 | 20 | 2017 |
| The role of reward structure, coordination mechanism and net return in the evolution of cooperation P Rajagopalan, A Rawal, R Miikkulainen, MA Wiseman, KE Holekamp 2011 IEEE Conference on Computational Intelligence and Games (CIG'11), 258-265, 2011 | 18 | 2011 |
| Evolution of a communication code in cooperative tasks A Rawal, P Rajagopalan, R Miikkulainen, K Holekamp Artificial Life Conference Proceedings, 243-250, 2012 | 14 | 2012 |
| 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 | 14 | |
| 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 |
| Emergence of competitive and cooperative behavior using coevolution P Rajagopalan, A Rawal, R Miikkulainen Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 12 | 2010 |
| Evolving recurrent networks using genetic programming A Rawal, R Miikkulainen US Patent 11,182,677, 2021 | 11 | 2021 |
| Continual learning with transformers for image classification B Ermis, G Zappella, M Wistuba, A Rawal, C Archambeau Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 10 | 2022 |
| High performance multilevel cache hierarchy R Nychka, J Prasad, N Acharya, A Rawal, A Nawaz US Patent 7,809,889, 2010 | 10 | 2010 |
| Using both latent and supervised shared topics for multitask learning A Acharya, A Rawal, RJ Mooney, ER Hruschka Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013 | 9 | 2013 |
Risto MiikkulainenProfessor of Computer Science, the University of Texas at AustinVerified email at cs.utexas.edu
