| The utility of sparse representations for control in reinforcement learning V Liu, R Kumaraswamy, L Le, M White Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4384-4391, 2019 | 50 | 2019 |
| Attribute-aware recommender system based on collaborative filtering: Survey and classification WH Chen, CC Hsu, YA Lai, V Liu, MY Yeh, SD Lin Frontiers in big Data 2, 49, 2020 | 19 | 2020 |
| Investigating the properties of neural network representations in reinforcement learning H Wang, E Miahi, M White, MC Machado, Z Abbas, R Kumaraswamy, ... arXiv preprint arXiv:2203.15955, 2022 | 10 | 2022 |
| Towards a practical measure of interference for reinforcement learning V Liu, A White, H Yao, M White arXiv preprint arXiv:2007.03807, 2020 | 7* | 2020 |
| Attribute-aware collaborative filtering: survey and classification WH Chen, CC Hsu, YA Lai, V Liu, MY Yeh, SD Lin arXiv preprint arXiv:1810.08765, 2018 | 5 | 2018 |
| Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning V Liu, J Wright, M White Journal of Artificial Intelligence Research, 2023 | 3* | 2023 |
| No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL H Wang, A Sakhadeo, A White, J Bell, V Liu, X Zhao, P Liu, T Kozuno, ... Transactions on Machine Learning Research, 2022 | 3 | 2022 |
| Training recurrent neural networks online by learning explicit state variables S Nath, V Liu, A Chan, X Li, A White, M White International conference on learning representations, 2019 | 3 | 2019 |
| Sparse Representation Neural Networks for Online Reinforcement Learning V Liu | 3 | 2019 |
| Measuring and mitigating interference in reinforcement learning V Liu, H Wang, RY Tao, K Javed, A White, M White Conference on Lifelong Learning Agents, 781-795, 2023 | 2 | 2023 |
| Incrementally Learning Functions of the Return B Bennett, W Chung, M Zaheer, V Liu arXiv preprint arXiv:1907.04651, 2019 | 1 | 2019 |
| Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments V Liu, Y Chandak, P Thomas, M White International Conference on Artificial Intelligence and Statistics, 5474-5492, 2023 | | 2023 |
| When is Offline Hyperparameter Selection Feasible for Reinforcement Learning? V Liu, P Nagarajan, A Patterson, M White | | 2022 |
| When is Offline Policy Selection Feasible for Reinforcement Learning? V Liu, P Nagarajan, A Patterson, M White | | |
| A Value Function Basis for Nexting and Multi-step Prediction A Jacobsen, V Liu, R Shariff, A White, M White | | |
Martha WhiteUniversity of AlbertaVerified email at ualberta.ca
