activity
20182024
most citedExponential Convergence and stability of Howards's Policy Improvement Algorithm for Controlled Diffusions

30 citations · 33 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

math.OC2022★ 1 cited

Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime

Bekzhan Kerimkulov, James-Michael Leahy, David Šiška +1

We study the global convergence of policy gradient for infinite-horizon, continuous state and action space, and entropy-regularized Markov decision processes (MDPs). We consider a…