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Martha White
Martha White
University of Alberta
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Off-Policy Actor-Critic
T Degris, M White, RS Sutton
Twenty-Ninth International Conference on Machine Learning, 2012
4142012
An emphatic approach to the problem of off-policy temporal-difference learning
RS Sutton, AR Mahmood, M White
The Journal of Machine Learning Research 17 (1), 2603-2631, 2016
1862016
Meta-learning representations for continual learning
K Javed, M White
Advances in Neural Information Processing Systems 32, 2019
1812019
Convex multi-view subspace learning
M White, X Zhang, D Schuurmans, Y Yu
Advances in neural information processing systems 25, 2012
1602012
Supervised autoencoders: Improving generalization performance with unsupervised regularizers
L Le, A Patterson, M White
Advances in neural information processing systems 31, 2018
1422018
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
932016
Unifying task specification in reinforcement learning
M White
International Conference on Machine Learning, 2016
722016
Maxmin Q-learning: Controlling the Estimation Bias of Q-learning
Q Lan, Y Pan, A Fyshe, M White
International Conference on Learning Representations, 2020
622020
An off-policy policy gradient theorem using emphatic weightings
E Imani, E Graves, M White
Advances in Neural Information Processing Systems 31, 2018
512018
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
492017
Nonparametric semi-supervised learning of class proportions
S Jain, M White, MW Trosset, P Radivojac
arXiv preprint arXiv:1601.01944, 2016
482016
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
442011
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
372018
Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions.
X Zhang, Y Yu, M White, R Huang, D Schuurmans
Proceedings of the AAAI Conference on Artificial Intelligence, 2011
372011
A greedy approach to adapting the trace parameter for temporal difference learning
M White, A White
International Conference on Autonomous Agents & Multiagent Systems, 557-565, 2016
362016
The utility of sparse representations for control in reinforcement learning
V Liu, R Kumaraswamy, L Le, M White
AAAI Conference on Artificial Intelligence, 2019
342019
Investigating practical, linear temporal difference learning
A White, M White
Autonomous Agents and Multiagent Sytems, 2016
312016
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning
L Xu, M White, D Schuurmans
Proceedings of the 26th International Conference on Machine Learning, 1137-1144, 2009
312009
Emphatic temporal-difference learning
AR Mahmood, H Yu, M White, RS Sutton
European Workshop on Reinforcement Learning, 2015
292015
Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains
M White, A White
Advances in Neural Information Processing Systems, 2433–2441, 2010
292010
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Artikelen 1–20