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A. Rupam Mahmood
A. Rupam Mahmood
University of Alberta, Amii
Bestätigte E-Mail-Adresse bei ualberta.ca - Startseite
Titel
Zitiert von
Zitiert von
Jahr
An emphatic approach to the problem of off-policy temporal-difference learning
RS Sutton, AR Mahmood, M White
(JMLR) Journal of Machine Learning Research 17, 2016
2262016
Weighted importance sampling for off-policy learning with linear function approximation
AR Mahmood, H van Hasselt, RS Sutton
(NeurIPS) Advances in Neural Information Processing Systems 27, 2014
1352014
Benchmarking reinforcement learning algorithms on real-world robots
AR Mahmood, D Korenkevych, G Vasan, W Ma, J Bergstra
(CoRL) Proceedings of the 2nd Annual Conference on Robot Learning, 2018
1332018
True online temporal-difference learning
H van Seijen, AR Mahmood, PM Pilarski, MC Machado, RS Sutton
(JMLR) Journal of Machine Learning Research 17, 2016
1022016
Tuning-free step-size adaptation
AR Mahmood, RS Sutton, T Degris, PM Pilarski
(ICASSP) Acoustics, Speech and Signal Processing, 2012 IEEE International …, 2012
592012
Setting up a reinforcement learning task with a real-world robot
AR Mahmood, D Korenkevych, BJ Komer, J Bergstra
(IROS) 2018 IEEE/RSJ International Conference on Intelligent Robots and …, 2018
542018
Multi-step off-policy learning without importance sampling ratios
AR Mahmood, H Yu, RS Sutton
arXiv preprint arXiv:1702.03006, 2017
452017
Off-policy TD (λ) with a true online equivalence
H van Hasselt, AR Mahmood, RS Sutton
(UAI) Proceedings of the 30th Conference on Uncertainty in Artificial …, 2014
392014
A new Q (λ) with interim forward view and Monte Carlo equivalence
RS Sutton, AR Mahmood, D Precup, M CA, H van Hasselt, U CA
(ICML) In International Conference on Machine Learning, 2014
382014
Representation Search through Generate and Test
AR Mahmood, RS Sutton
Workshops at the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
382013
On generalized Bellman equations and temporal-difference learning
H Yu, AR Mahmood, RS Sutton
(JMLR) The Journal of Machine Learning Research 19 (1), 1864-1912, 2018
332018
Emphatic temporal-difference learning
AR Mahmood, H Yu, M White, RS Sutton
In European Workshops on Reinforcement Learning, 2015
312015
Off-policy learning based on weighted importance sampling with linear computational complexity
AR Mahmood, RS Sutton
(UAI) Proceedings of the 31st Conference on Uncertainty in Artificial …, 2015
272015
Autoregressive policies for continuous control deep reinforcement learning
D Korenkevych, AR Mahmood, G Vasan, J Bergstra
(IJCAI) Proceedings of the 28th International Joint Conference on Artificial …, 2019
232019
Incremental Off-policy Reinforcement Learning Algorithms
A Mahmood
University of Alberta, 2017
152017
Continual backprop: stochastic gradient descent with persistent randomness
S Dohare, RS Sutton, AR Mahmood
arXiv preprint arXiv:2108.06325, 2021
112021
Structure Learning of Causal Bayesian Networks: A Survey
A Mahmood
Department of Computing Science, University of Alberta, Edmonton, Canada …, 2011
92011
Automatic Step-size Adaptation In Incremental Supervised Learning
A Mahmood
University of Alberta, 2010
92010
Greedification operators for policy optimization: investigating forward and reverse KL divergences
A Chan, H Silva, S Lim, T Kozuno, AR Mahmood, M White
(JMLR) Journal of Machine Learning Research, 2022
62022
Real-time real-world reinforcement learning systems and methods
AR Mahmood, BJ Komer, D Korenkevych
US Patent App. 16/560,761, 2020
62020
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