Ashique Rupam Mahmood

17 papers A* 1A 2Misc 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2018 J jnl
On Generalized Bellman Equations and Temporal-Difference Learning.
J. Mach. Learn. Res.
Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton
2017 J jnl
Multi-step Off-policy Learning Without Importance Sampling Ratios.
CoRR
Ashique Rupam Mahmood, Huizhen Yu, Richard S. Sutton
2017 — conf
On Generalized Bellman Equations and Temporal-Difference Learning.
Canadian AI
Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton
2017 J jnl
On Generalized Bellman Equations and Temporal-Difference Learning.
CoRR
Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton
2016 J jnl
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning.
J. Mach. Learn. Res.
Richard S. Sutton, Ashique Rupam Mahmood, Martha White
2016 J jnl
True Online Temporal-Difference Learning.
J. Mach. Learn. Res.
Harm van Seijen, Ashique Rupam Mahmood, Patrick M. Pilarski, Marlos C. Machado, Richard S. Sutton
2015 J jnl
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning.
CoRR
Richard S. Sutton, Ashique Rupam Mahmood, Martha White
2015 J jnl
An Empirical Evaluation of True Online TD(λ).
CoRR
Harm van Seijen, Ashique Rupam Mahmood, Patrick M. Pilarski, Richard S. Sutton
2015 J jnl
Emphatic Temporal-Difference Learning.
CoRR
Ashique Rupam Mahmood, Huizhen Yu, Martha White, Richard S. Sutton
2015 A conf
Off-policy learning based on weighted importance sampling with linear computational complexity.
UAI
Ashique Rupam Mahmood, Richard S. Sutton
2015 J jnl
True Online Temporal-Difference Learning.
CoRR
Harm van Seijen, Ashique Rupam Mahmood, Patrick M. Pilarski, Marlos C. Machado, Richard S. Sutton
2014 A* conf
A new Q(lambda) with interim forward view and Monte Carlo equivalence.
ICML
Richard S. Sutton, Ashique Rupam Mahmood, Doina Precup, Hado van Hasselt
2014 A conf
Off-policy TD( l) with a true online equivalence.
UAI
Hado van Hasselt, Ashique Rupam Mahmood, Richard S. Sutton
2014 — conf
Weighted importance sampling for off-policy learning with linear function approximation.
NIPS
Ashique Rupam Mahmood, Hado van Hasselt, Richard S. Sutton
2013 — conf
Position Paper: Representation Search through Generate and Test.
SARA
Ashique Rupam Mahmood, Richard S. Sutton
2013 — conf
Representation Search through Generate and Test.
AAAI Workshop: Learning Rich Representations from Low-Level Sensors
Ashique Rupam Mahmood, Richard S. Sutton
2012 Misc conf
Tuning-free step-size adaptation.
ICASSP
Ashique Rupam Mahmood, Richard S. Sutton, Thomas Degris, Patrick M. Pilarski