Deep learning for video game playing N Justesen, P Bontrager, J Togelius, S Risi IEEE Transactions on Games 12 (1), 1-20, 2019 | 311 | 2019 |
Explainable AI for designers: A human-centered perspective on mixed-initiative co-creation J Zhu, A Liapis, S Risi, R Bidarra, GM Youngblood 2018 IEEE conference on computational intelligence and games (CIG), 1-8, 2018 | 287 | 2018 |
Evolving mario levels in the latent space of a deep convolutional generative adversarial network V Volz, J Schrum, J Liu, SM Lucas, A Smith, S Risi Proceedings of the genetic and evolutionary computation conference, 221-228, 2018 | 277 | 2018 |
Illuminating generalization in deep reinforcement learning through procedural level generation N Justesen, RR Torrado, P Bontrager, A Khalifa, J Togelius, S Risi arXiv preprint arXiv:1806.10729, 2018 | 258* | 2018 |
Neuroevolution in games: State of the art and open challenges S Risi, J Togelius IEEE Transactions on Computational Intelligence and AI in Games 9 (1), 25-41, 2015 | 195 | 2015 |
Biological underpinnings for lifelong learning machines D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ... Nature Machine Intelligence 4 (3), 196-210, 2022 | 166 | 2022 |
Increasing generality in machine learning through procedural content generation S Risi, J Togelius Nature Machine Intelligence 2 (8), 428-436, 2020 | 161* | 2020 |
Born to learn: the inspiration, progress, and future of evolved plastic artificial neural networks A Soltoggio, KO Stanley, S Risi Neural Networks 108, 48-67, 2018 | 161 | 2018 |
Deep learning for procedural content generation J Liu, S Snodgrass, A Khalifa, S Risi, GN Yannakakis, J Togelius Neural Computing and Applications 33 (1), 19-37, 2021 | 148 | 2021 |
Indirectly encoding neural plasticity as a pattern of local rules S Risi, KO Stanley International conference on simulation of adaptive behavior, 533-543, 2010 | 117 | 2010 |
How novelty search escapes the deceptive trap of learning to learn S Risi, SD Vanderbleek, CE Hughes, KO Stanley Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009 | 111 | 2009 |
Evolving plastic neural networks with novelty search S Risi, CE Hughes, KO Stanley Adaptive Behavior 18 (6), 470-491, 2010 | 109 | 2010 |
Bootstrapping conditional gans for video game level generation RR Torrado, A Khalifa, MC Green, N Justesen, S Risi, J Togelius 2020 IEEE Conference on Games (CoG), 41-48, 2020 | 106 | 2020 |
An enhanced hypercube-based encoding for evolving the placement, density, and connectivity of neurons S Risi, KO Stanley Artificial life 18 (4), 331-363, 2012 | 100 | 2012 |
Learning macromanagement in starcraft from replays using deep learning N Justesen, S Risi 2017 IEEE Conference on Computational Intelligence and Games (CIG), 162-169, 2017 | 89 | 2017 |
Meta-learning through hebbian plasticity in random networks E Najarro, S Risi Advances in Neural Information Processing Systems 33, 20719-20731, 2020 | 88 | 2020 |
Deep interactive evolution P Bontrager, W Lin, J Togelius, S Risi Computational Intelligence in Music, Sound, Art and Design: 7th …, 2018 | 87 | 2018 |
Combining search-based procedural content generation and social gaming in the petalz video game S Risi, J Lehman, D D'Ambrosio, R Hall, K Stanley Proceedings of the AAAI Conference on Artificial Intelligence and …, 2012 | 83 | 2012 |
A unified approach to evolving plasticity and neural geometry S Risi, KO Stanley The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 74 | 2012 |
Evolving policy geometry for scalable multiagent learning DB D'Ambrosio, J Lehman, S Risi, KO Stanley Proceedings of the 9th International Conference on Autonomous Agents and …, 2010 | 74 | 2010 |