Soumyajit Guin

According to our database, Soumyajit Guin authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

An Actor-Critic Algorithm With Function Approximation for Risk Sensitive Cost Markov Decision Processes.

Soumyajit Guin, Vivek S. Borkar, Shalabh Bhatnagar

IEEE Trans. Autom. Control., January, 2026

2025

Convergent Reinforcement Learning Algorithms for Stochastic Shortest Path Problem.

Soumyajit Guin, Shalabh Bhatnagar

CoRR, August, 2025

2023

Actor-Critic or Critic-Actor? A Tale of Two Time Scales.

Shalabh Bhatnagar, Vivek S. Borkar, Soumyajit Guin

IEEE Control. Syst. Lett., 2023

A Policy Gradient Approach for Finite Horizon Constrained Markov Decision Processes.

Soumyajit Guin, Shalabh Bhatnagar

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023