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Raksha Kumaraswamy
Raksha Kumaraswamy
Sony AI
在 sony.com 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
552019
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
302015
Learning sparse representations in reinforcement learning with sparse coding
L Le, R Kumaraswamy, M White
arXiv preprint arXiv:1707.08316, 2017
282017
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
192024
Context-dependent upper-confidence bounds for directed exploration
R Kumaraswamy, M Schlegel, A White, M White
Advances in Neural Information Processing Systems 31, 2018
182018
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
152015
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
82023
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
72021
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
62023
Interactive transfer learning in relational domains
R Kumaraswamy, N Ramanan, P Odom, S Natarajan
KI-Künstliche Intelligenz 34, 181-192, 2020
62020
The cross-environment hyperparameter setting benchmark for reinforcement learning
A Patterson, S Neumann, R Kumaraswamy, M White, AM White
22023
Learning through advice-seeking via transfer
P Odom, R Kumaraswamy, K Kersting, S Natarajan
Inductive Logic Programming: 26th International Conference, ILP 2016, London …, 2017
22017
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
12015
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