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Martha White
Martha White
University of Alberta
Dirección de correo verificada de ualberta.ca - Página principal
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Año
Off-Policy Actor-Critic
T Degris, M White, RS Sutton
Twenty-Ninth International Conference on Machine Learning, 2012
6662012
Meta-learning representations for continual learning
K Javed, M White
Advances in Neural Information Processing Systems 32, 2019
3662019
An emphatic approach to the problem of off-policy temporal-difference learning
RS Sutton, AR Mahmood, M White
Journal of Machine Learning Research 17 (73), 1-29, 2016
3132016
Supervised autoencoders: Improving generalization performance with unsupervised regularizers
L Le, A Patterson, M White
Advances in neural information processing systems 31, 2018
2942018
Maxmin Q-learning: Controlling the Estimation Bias of Q-learning
Q Lan, Y Pan, A Fyshe, M White
International Conference on Learning Representations, 2020
2072020
Convex multi-view subspace learning
M White, X Zhang, D Schuurmans, Y Yu
Advances in neural information processing systems 25, 2012
2012012
Sim2Real in Robotics and Automation: Applications and Challenges
S Höfer, K Bekris, A Handa, JC Gamboa, M Mozifian, F Golemo, ...
IEEE Transactions on Automation Science and Engineering 18 (2), 398-400, 2021
1602021
Estimating the class prior and posterior from noisy positives and unlabeled data
S Jain, M White, P Radivojac
Advances in neural information processing systems 29, 2016
1372016
Unifying task specification in reinforcement learning
M White
International Conference on Machine Learning, 2016
1202016
Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online
Y Pan, K Banman, M White
International Conference on Learning Representations, 2021
116*2021
An off-policy policy gradient theorem using emphatic weightings
E Imani, E Graves, M White
Advances in Neural Information Processing Systems 31, 2018
882018
Recovering true classifier performance in positive-unlabeled learning
S Jain, M White, P Radivojac
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
842017
Optimizing for the Future in Non-Stationary MDPs
Y Chandak, G Theocharous, S Shankar, S Mahadevan, M White, ...
International Conference on Machine Learning, 2020
752020
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
692016
Improving Regression Performance with Distributional Losses
E Imani, M White
Advances in Neural Information Processing Systems, 2018
682018
The utility of sparse representations for control in reinforcement learning
V Liu, R Kumaraswamy, L Le, M White
AAAI Conference on Artificial Intelligence, 2019
632019
Organizing experience: a deeper look at replay mechanisms for sample-based planning in continuous state domains
Y Pan, M Zaheer, A White, A Patterson, M White
International Joint Conference on Artificial Intelligence, 2018
572018
Relaxed clipping: A global training method for robust regression and classification
Y Yu, M Yang, L Xu, M White, D Schuurmans
Advances in Neural Information Processing Systems 23, 2011
542011
Two-Timescale Networks for Nonlinear Value Function Approximation
W Chung, S Nath, A Joseph, M White
International Conference on Learning Representations, 2019
532019
Adapting Behavior via Intrinsic Reward: A Survey and Empirical Study
C Linke, NM Ady, M White, T Degris, A White
Journal of Artificial Intelligence Research 69, 1287-1332, 2020
522020
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