| Covariance matrix adaptation for the rapid illumination of behavior space MC Fontaine, J Togelius, S Nikolaidis, AK Hoover Proceedings of the 2020 genetic and evolutionary computation conference, 94-102, 2020 | 125 | 2020 |
| Mapping hearthstone deck spaces through map-elites with sliding boundaries MC Fontaine, S Lee, LB Soros, F de Mesentier Silva, J Togelius, ... Proceedings of The Genetic and Evolutionary Computation Conference, 161-169, 2019 | 83 | 2019 |
| Differentiable quality diversity M Fontaine, S Nikolaidis Advances in Neural Information Processing Systems (Oral) 34, 10040-10052, 2021 | 75 | 2021 |
| Illuminating mario scenes in the latent space of a generative adversarial network MC Fontaine, R Liu, A Khalifa, J Togelius, AK Hoover, S Nikolaidis Proceedings of the AAAI Conference on Artificial Intelligence 35, 2020 | 72 | 2020 |
| On the Importance of Environments in Human-Robot Coordination MC Fontaine, YC Hsu, Y Zhang, B Tjakana, S Nikolaidis Proceedings of Robotics: Science and Systems 17, 2021 | 45 | 2021 |
| Illuminating diverse neural cellular automata for level generation S Earle, J Snider, MC Fontaine, S Nikolaidis, J Togelius Proceedings of the Genetic and Evolutionary Computation Conference, 68-76, 2022 | 38 | 2022 |
| Approximating gradients for differentiable quality diversity in reinforcement learning B Tjanaka, MC Fontaine, J Togelius, S Nikolaidis Proceedings of the Genetic and Evolutionary Computation Conference, 1102-1111, 2022 | 37 | 2022 |
| A Quality Diversity Approach to Automatically Generating Human-Robot Interaction Scenarios in Shared Autonomy M Fontaine, S Nikolaidis Proceedings of Robotics: Science and Systems 17, 2021 | 36 | 2021 |
| Evolving the hearthstone meta F de Mesentier Silva, R Canaan, S Lee, MC Fontaine, J Togelius, ... 2019 IEEE Conference on Games (CoG), 1-8, 2019 | 33 | 2019 |
| pyribs: A bare-bones python library for quality diversity optimization B Tjanaka, MC Fontaine, DH Lee, Y Zhang, NR Balam, N Dennler, ... Proceedings of the Genetic and Evolutionary Computation Conference, 220-229, 2023 | 30 | 2023 |
| Deep surrogate assisted generation of environments V Bhatt, B Tjanaka, M Fontaine, S Nikolaidis Advances in Neural Information Processing Systems 35, 37762-37777, 2022 | 25 | 2022 |
| Deep surrogate assisted map-elites for automated hearthstone deckbuilding Y Zhang, MC Fontaine, AK Hoover, S Nikolaidis Proceedings of the Genetic and Evolutionary Computation Conference, 158-167, 2022 | 25 | 2022 |
| Video game level repair via mixed integer linear programming H Zhang, M Fontaine, A Hoover, J Togelius, B Dilkina, S Nikolaidis Proceedings of the AAAI Conference on Artificial Intelligence and …, 2020 | 24 | 2020 |
| Evaluating human–robot interaction algorithms in shared autonomy via quality diversity scenario generation MC Fontaine, S Nikolaidis ACM Transactions on Human-Robot Interaction (THRI) 11 (3), 1-30, 2022 | 19 | 2022 |
| Covariance matrix adaptation map-annealing M Fontaine, S Nikolaidis Proceedings of the Genetic and Evolutionary Computation Conference, 456-465, 2023 | 15 | 2023 |
| Preference-driven texture modeling through interactive generation and search S Lu, M Zheng, MC Fontaine, S Nikolaidis, H Culbertson IEEE transactions on haptics 15 (3), 508-520, 2022 | 13 | 2022 |
| Multi-robot coordination and layout design for automated warehousing Y Zhang, MC Fontaine, V Bhatt, S Nikolaidis, J Li arXiv preprint arXiv:2305.06436, 2023 | 8 | 2023 |
| Proximal policy gradient arborescence for quality diversity reinforcement learning S Batra, B Tjanaka, MC Fontaine, A Petrenko, S Nikolaidis, G Sukhatme arXiv preprint arXiv:2305.13795, 2023 | 5 | 2023 |
| Dsa-me: Deep surrogate assisted map-elites Y Zhang, MC Fontaine, AK Hoover, S Nikolaidis ICLR Workshop on Agent Learning in Open-Endedness, 2022 | 5 | 2022 |
| Training diverse high-dimensional controllers by scaling covariance matrix adaptation map-annealing B Tjanaka, MC Fontaine, DH Lee, A Kalkar, S Nikolaidis IEEE Robotics and Automation Letters, 2023 | 4 | 2023 |
Stefanos NikolaidisAssociate Professor of Computer Science, University of Southern CaliforniaVerified email at usc.edu
