Solution of Mdps Using Simulation-Based Value Iteration. - Mohammed Shahid Abdulla; Shalabh Bhatnagar (AIAI, 2005)

A Reinforcement Learning Based Algorithm for Finite Horizon Markov Decision Processes. - Shalabh Bhatnagar; Mohammed Shahid Abdulla (CDC, 2006)

SPSA algorithms with measurement reuse. - Mohammed Shahid Abdulla; Shalabh Bhatnagar (WSC, 2006)

Parametrized Actor-Critic Algorithms for Finite-Horizon MDPs. - Mohammed Shahid Abdulla; Shalabh Bhatnagar (ACC, 2007)

Solving MDPs using Two-timescale Simulated Annealing with Multiplicative Weights. - Mohammed Shahid Abdulla; Shalabh Bhatnagar (ACC, 2007)

Network flow-control using asynchronous stochastic approximation. - Mohammed Shahid Abdulla; Shalabh Bhatnagar (CDC, 2007)

Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes. - Mohammed Shahid Abdulla; Shalabh Bhatnagar (Discret. Event Dyn. Syst., 2007)

Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes. - Shalabh Bhatnagar; Mohammed Shahid Abdulla (Simul., 2008)

Scope of ontological annotation in e-commerce. - S. Asharaf; Mohammed Shahid Abdulla (Int. J. Bus. Inf. Syst., 2013)

Predicting Maritime Groundings Using Support Vector Data Description Model. - A. G. Rekha; Loganathan Ponnambalam; Mohammed Shahid Abdulla (ISICA, 2015)

Lightly trained support vector data description for novelty detection. - A. G. Rekha; Mohammed Shahid Abdulla; S. Asharaf (Expert Syst. Appl., 2017)

Bbect: Bandit Based Ethical Clinical Trials. - Mohammed Shahid Abdulla; L. Ramprasath (WSC, 2021)

A Note on Generalized Second-Order Value Iteration in Markov Decision Processes. - Villavarayan Antony Vijesh; Shreyas Sumithra Rudresha; Mohammed Shahid Abdulla (J. Optim. Theory Appl., 2023)

Optimizing sharpe ratio: risk-adjusted decision-making in multi-armed bandits. - Sabrina Khurshid; Mohammed Shahid Abdulla; Gourab Ghatak (Mach. Learn., 2025)

Variance-Optimal Arm Selection: Regret Minimization and Best Arm Identification. - Sabrina Khurshid; Gourab Ghatak; Mohammed Shahid Abdulla (CoRR, 2025)