Ashique Rupam Mahmood

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 6

Top Topics

Function Approximation

Approximate Value Iteration

Importance Sampling

Top Venues

J. Mach. Learn. Res.

Canadian Conference on AI

Publications

Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton
On Generalized Bellman Equations and Temporal-Difference Learning. J. Mach. Learn. Res. 19 (2018)
Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton
On Generalized Bellman Equations and Temporal-Difference Learning. CoRR (2017)
Ashique Rupam Mahmood, Huizhen Yu, Richard S. Sutton
Multi-step Off-policy Learning Without Importance Sampling Ratios. CoRR (2017)
Huizhen Yu, Ashique Rupam Mahmood, Richard S. Sutton
On Generalized Bellman Equations and Temporal-Difference Learning. Canadian Conference on AI (2017)
Richard S. Sutton, Ashique Rupam Mahmood, Martha White
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning. J. Mach. Learn. Res. 17 (2016)
Harm van Seijen, Ashique Rupam Mahmood, Patrick M. Pilarski, Marlos C. Machado, Richard S. Sutton
True Online Temporal-Difference Learning. J. Mach. Learn. Res. 17 (2016)
Ashique Rupam Mahmood, Richard S. Sutton
Off-policy learning based on weighted importance sampling with linear computational complexity. UAI (2015)
Richard S. Sutton, Ashique Rupam Mahmood, Martha White
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning. CoRR (2015)
Harm van Seijen, Ashique Rupam Mahmood, Patrick M. Pilarski, Marlos C. Machado, Richard S. Sutton
True Online Temporal-Difference Learning. CoRR (2015)
Ashique Rupam Mahmood, Huizhen Yu, Martha White, Richard S. Sutton
Emphatic Temporal-Difference Learning. CoRR (2015)
Harm van Seijen, Ashique Rupam Mahmood, Patrick M. Pilarski, Richard S. Sutton
An Empirical Evaluation of True Online TD(λ). CoRR (2015)
Hado van Hasselt, Ashique Rupam Mahmood, Richard S. Sutton
Off-policy TD( l) with a true online equivalence. UAI (2014)
Ashique Rupam Mahmood, Hado van Hasselt, Richard S. Sutton
Weighted importance sampling for off-policy learning with linear function approximation. NIPS (2014)
Richard S. Sutton, Ashique Rupam Mahmood, Doina Precup, Hado van Hasselt
A new Q(lambda) with interim forward view and Monte Carlo equivalence. ICML (2014)
Ashique Rupam Mahmood, Richard S. Sutton
Position Paper: Representation Search through Generate and Test. SARA (2013)
Ashique Rupam Mahmood, Richard S. Sutton
Representation Search through Generate and Test. AAAI Workshop: Learning Rich Representations from Low-Level Sensors (2013)
Ashique Rupam Mahmood, Richard S. Sutton, Thomas Degris, Patrick M. Pilarski
Tuning-free step-size adaptation. ICASSP (2012)