Grandmaster level in StarCraft II using multi-agent reinforcement learning O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ... nature 575 (7782), 350-354, 2019 | 4470 | 2019 |
Competition-level code generation with alphacode Y Li, D Choi, J Chung, N Kushman, J Schrittwieser, R Leblond, T Eccles, ... Science 378 (6624), 1092-1097, 2022 | 774 | 2022 |
Alphastar: Mastering the real-time strategy game starcraft ii O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ... DeepMind blog 2, 20, 2019 | 548 | 2019 |
Cyprien de Masson d’Autume, Igor Babuschkin, Xinyun Chen, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy, Daniel J Y Li, D Choi, J Chung, N Kushman, J Schrittwieser, R Leblond, T Eccles, ... Science 378 (6624), 1092-1097, 2022 | 251 | 2022 |
Starcraft ii unplugged: Large scale offline reinforcement learning M Mathieu, S Ozair, S Srinivasan, C Gulcehre, S Zhang, R Jiang, ... Deep RL Workshop NeurIPS 2021, 2021 | 18 | 2021 |
Improved image selection for focus stacking in digital photography D Choi, A Pazylbekova, W Zhou, P van Beek 2017 IEEE International Conference on Image Processing (ICIP), 2761-2765, 2017 | 12 | 2017 |
Alphastar unplugged: Large-scale offline reinforcement learning M Mathieu, S Ozair, S Srinivasan, C Gulcehre, S Zhang, R Jiang, ... arXiv preprint arXiv:2308.03526, 2023 | 8 | 2023 |
Towards responsible development of generative AI for education: An evaluation-driven approach I Jurenka, M Kunesch, KR McKee, D Gillick, S Zhu, S Wiltberger, SM Phal, ... arXiv preprint arXiv:2407.12687, 2024 | 2 | 2024 |
Computer code generation from task descriptions using neural networks Y Li, DH Choi, J Chung, NA Kushman, J Schrittwieser, R Leblond, ... US Patent App. 18/105,211, 2023 | | 2023 |
AlphaStar: Considerations and Human-like Constraints for Deep Learning Game Interfaces D Choi University of Waterloo, 2020 | | 2020 |
Optimization for value function approximation D Choi Stanford University, 2004 | | 2004 |
Occupational Social Status Modeling with Affect Control Theory D Choi, RE Freeland, J Hoey | | |