Shalabh Bhatnagar

Natural actor–critic algorithms

Shalabh Bhatnagar, Richard Sutton, Mohammad Ghavamzadeh et al. · Automatica · 2009 · 569 citations · Full text

Fast gradient-descent methods for temporal-difference learning with linear function approximation

Richard S. Sutton, Hamid Reza Maei, Doina Precup et al. · 2009 · 532 citations

Computing, Computer Science, Algorithms +14

Reinforcement Learning With Function Approximation for Traffic Signal Control

L. A. Prashanth, Shalabh Bhatnagar · IEEE Transactions on Intelligent Transportation Systems · 2010 · 318 citations

Computing, Decision Sciences, Machine Learning +15

Toward Off-Policy Learning Control with Function Approximation

Hamid Reza Maei, Csaba Szepesv ri, Shalabh Bhatnagar et al. · International Conference on Machine Learning · 2010 · 175 citations

Computing, Computer Science, Artificial Intelligence +14

Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation

Shalabh Bhatnagar, Doina Precup, David Silver et al. · Neural Information Processing Systems · 2009 · 168 citations

Computing, Computer Science, Algorithms +14