| Loss of plasticity in continual deep reinforcement learning Z Abbas, R Zhao, J Modayil, A White, MC Machado Conference on Lifelong Learning Agents, 620-636, 2023 | 44 | 2023 |
| Using deep learning and social network analysis to understand and manage extreme flooding A Romascanu, H Ker, R Sieber, S Greenidge, S Lumley, D Bush, ... Journal of Contingencies and Crisis Management 28 (3), 251-261, 2020 | 34 | 2020 |
| Continuous mdp homomorphisms and homomorphic policy gradient S Rezaei-Shoshtari, R Zhao, P Panangaden, D Meger, D Precup Advances in Neural Information Processing Systems 35, 20189-20204, 2022 | 15 | 2022 |
| Lower bound methods for sign-rank and their limitations H Hatami, P Hatami, W Pires, R Tao, R Zhao Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2022 | 10 | 2022 |
| Feature emergence via margin maximization: case studies in algebraic tasks D Morwani, BL Edelman, CA Oncescu, R Zhao, S Kakade arXiv preprint arXiv:2311.07568, 2023 | 6 | 2023 |
| Boolean functions with small approximate spectral norm TM Cheung, H Hatami, R Zhao, I Zilberstein Electronic Colloquium on Computational Complexity, 2022 | 4 | 2022 |
| On the peel number and the leaf-height of Galton–Watson trees L Devroye, MK Goh, RY Zhao Combinatorics, Probability and Computing 32 (1), 68-90, 2023 | 3* | 2023 |
| Arithmetic subsequences in a random ordering of an additive set MK Goh, RY Zhao arXiv preprint arXiv:2012.12339, 2020 | 3 | 2020 |
| Beyond implicit bias: The insignificance of sgd noise in online learning N Vyas, D Morwani, R Zhao, G Kaplun, S Kakade, B Barak arXiv preprint arXiv:2306.08590, 2023 | 2 | 2023 |
| Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management M Brunila, R Zhao, A Mircea, S Lumley, R Sieber arXiv preprint arXiv:2103.11835, 2021 | 2 | 2021 |
| Policy Gradient Methods in the Presence of Symmetries and State Abstractions P Panangaden, S Rezaei-Shoshtari, R Zhao, D Meger, D Precup Journal of Machine Learning Research 25 (71), 1-57, 2024 | 1 | 2024 |
| Leaf multiplicity in a Bienaym\'e-Galton-Watson tree AM Brandenberger, L Devroye, MK Goh, RY Zhao Discrete Mathematics & Theoretical Computer Science 24 (Analysis of Algorithms), 2022 | 1 | 2022 |
| Continuous Homomorphisms and Leveraging Symmetries in Policy Gradient Algorithms for Markov Decision Processes RY Zhao McGill University (Canada), 2022 | 1 | 2022 |
| Deconstructing What Makes a Good Optimizer for Language Models R Zhao, D Morwani, D Brandfonbrener, N Vyas, S Kakade arXiv preprint arXiv:2407.07972, 2024 | | 2024 |
| A Study of Policy Gradient on a Class of Exactly Solvable Models G McCracken, C Daniels, R Zhao, A Brandenberger, P Panangaden, ... arXiv preprint arXiv:2011.01859, 2020 | | 2020 |
