A. Rupam Mahmood
TítuloCitado porAno
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning
RS Sutton, AR Mahmood, M White
Journal of Machine Learning Research 17, 2016
Weighted importance sampling for off-policy learning with linear function approximation
AR Mahmood, H van Hasselt, RS Sutton
Advances in Neural Information Processing Systems 27, 2014
True Online Temporal-Difference Learning
H van Seijen, AR Mahmood, PM Pilarski, MC Machado, RS Sutton
Journal of Machine Learning Research 17, 2016
Tuning-free step-size adaptation
AR Mahmood, RS Sutton, T Degris, PM Pilarski
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International …, 2012
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
Off-policy TD (λ) with a true online equivalence
H van Hasselt, AR Mahmood, RS Sutton
Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence …, 2014
Multi-step Off-policy Learning Without Importance Sampling Ratios
AR Mahmood, H Yu, RS Sutton
arXiv preprint arXiv:1702.03006, 2017
Off-policy learning based on weighted importance sampling with linear computational complexity
AR Mahmood, RS Sutton
Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence …, 2015
Benchmarking Reinforcement Learning Algorithms on Real-World Robots
AR Mahmood, D Korenkevych, G Vasan, W Ma, J Bergstra
arXiv preprint arXiv:1809.07731, 2018
Emphatic temporal-difference learning
AR Mahmood, H Yu, M White, RS Sutton
arXiv preprint arXiv:1507.01569, 2015
Representation Search through Generate and Test
AR Mahmood, RS Sutton
Workshops at the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
Setting up a Reinforcement Learning Task with a Real-World Robot
AR Mahmood, D Korenkevych, BJ Komer, J Bergstra
arXiv preprint arXiv:1803.07067, 2018
On Generalized Bellman Equations and Temporal-Difference Learning
H Yu, AR Mahmood, RS Sutton
Canadian Conference on Artificial Intelligence, 3-14, 2017
Automatic step-size adaptation in incremental supervised learning
A Mahmood
University of Alberta, 2010
Incremental Off-policy Reinforcement Learning Algorithms
A Mahmood
University of Alberta, 2017
Structure Learning of Causal Bayesian Networks: A Survey
A Mahmood
Department of Computing Science, University of Alberta, Edmonton, Canada …, 2011
Autoregressive Policies for Continuous Control Deep Reinforcement Learning
D Korenkevych, AR Mahmood, G Vasan, J Bergstra
arXiv preprint arXiv:1903.11524, 2019
An Empirical Evaluation of True Online TD (λ)
H van Seijen, AR Mahmood, PM Pilarski, RS Sutton
arXiv preprint arXiv:1507.00353, 2015
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