On Global Convergence Rates for Federated Softmax Policy Gradient under Heterogeneous Environments

Safwan Labbi, Paul Mangold, Daniil Tiapkin +1

We provide global convergence rates for vanilla and entropy-regularized federated softmax stochastic policy gradient (FedPG) with local training. We show that FedPG converges to a…