Policy Iteration for Exploratory Hamilton--Jacobi--Bellman Equations

Hung Vinh Tran, Zhenhua Wang, Yuming Paul Zhang

We study the policy iteration algorithm (PIA) for entropy-regularized stochastic control problems on an infinite time horizon with a large discount rate, focusing on two main scena…