A Policy Gradient Approach for Finite Horizon Constrained Markov Decision Processes. - Soumyajit Guin; Shalabh Bhatnagar (CDC, 2023)

Actor-Critic or Critic-Actor? A Tale of Two Time Scales. - Shalabh Bhatnagar; Vivek S. Borkar; Soumyajit Guin (IEEE Control. Syst. Lett., 2023)

An Actor-Critic Algorithm with Function Approximation for Risk Sensitive Cost Markov Decision Processes. - Soumyajit Guin; Vivek S. Borkar; Shalabh Bhatnagar (CoRR, 2025)

Convergent Reinforcement Learning Algorithms for Stochastic Shortest Path Problem. - Soumyajit Guin; Shalabh Bhatnagar (CoRR, 2025)