1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Convergent Reinforcement Learning Algorithms for Stochastic Shortest Path Problem
Soumyajit Guin, Shalabh Bhatnagar
In this paper we propose two algorithms in the tabular setting and an algorithm for the function approximation setting for the Stochastic Shortest Path (SSP) problem. SSP problems…
cs.LG2025★ 1 cited
An Actor-Critic Algorithm with Function Approximation for Risk Sensitive Cost Markov Decision Processes
Soumyajit Guin, Vivek S. Borkar, Shalabh Bhatnagar
In this paper, we consider the risk-sensitive cost criterion with exponentiated costs for Markov decision processes and develop a model-free policy gradient algorithm in this setti…