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 | 55 | 2019 |
Transfer learning via relational type matching R Kumaraswamy, P Odom, K Kersting, D Leake, S Natarajan 2015 IEEE International Conference on Data Mining, 811-816, 2015 | 30 | 2015 |
Learning sparse representations in reinforcement learning with sparse coding L Le, R Kumaraswamy, M White arXiv preprint arXiv:1707.08316, 2017 | 28 | 2017 |
Investigating the properties of neural network representations in reinforcement learning H Wang, E Miahi, M White, MC Machado, Z Abbas, R Kumaraswamy, ... Artificial Intelligence, 104100, 2024 | 19 | 2024 |
Context-dependent upper-confidence bounds for directed exploration R Kumaraswamy, M Schlegel, A White, M White Advances in Neural Information Processing Systems 31, 2018 | 18 | 2018 |
Anomaly detection in text: The value of domain knowledge R Kumaraswamy, A Wazalwar, T Khot, J Shavlik, S Natarajan The Twenty-Eighth International Flairs Conference, 2015 | 15 | 2015 |
From eye-blinks to state construction: Diagnostic benchmarks for online representation learning B Rafiee, Z Abbas, S Ghiassian, R Kumaraswamy, RS Sutton, EA Ludvig, ... Adaptive behavior 31 (1), 3-19, 2023 | 8 | 2023 |
Continual auxiliary task learning M McLeod, C Lo, M Schlegel, A Jacobsen, R Kumaraswamy, M White, ... Advances in Neural Information Processing Systems 34, 12549-12562, 2021 | 7 | 2021 |
Off-policy actor-critic with emphatic weightings E Graves, E Imani, R Kumaraswamy, M White Journal of Machine Learning Research 24 (146), 1-63, 2023 | 6 | 2023 |
Interactive transfer learning in relational domains R Kumaraswamy, N Ramanan, P Odom, S Natarajan KI-Künstliche Intelligenz 34, 181-192, 2020 | 6 | 2020 |
The cross-environment hyperparameter setting benchmark for reinforcement learning A Patterson, S Neumann, R Kumaraswamy, M White, AM White | 2 | 2023 |
Learning through advice-seeking via transfer P Odom, R Kumaraswamy, K Kersting, S Natarajan Inductive Logic Programming: 26th International Conference, ILP 2016, London …, 2017 | 2 | 2017 |
Transfer Learning Across Relational and Uncertain Domains: A Language-Bias Approach R Kumaraswamy, P Odom, K Kersting, D Leake, S Natarajan International Workshop on Statistical Relational AI, 2015 | 1 | 2015 |