Soumyajit Guin

According to our database, Soumyajit Guin authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Convergent Reinforcement Learning Algorithms for Stochastic Shortest Path Problem.

Soumyajit Guin, Shalabh Bhatnagar

CoRR, August, 2025

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

Soumyajit Guin, Vivek S. Borkar, Shalabh Bhatnagar

CoRR, February, 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