Global linear convergence of entropy-regularized softmax policy gradient beyond tabular MDPs

Ziyue Chen, David Šiška, Lukasz Szpruch

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