Global Convergence of Receding-Horizon Policy Search in Learning Estimator Designs

Xiangyuan Zhang, Saviz Mowlavi, Mouhacine Benosman +1

We introduce the receding-horizon policy gradient (RHPG) algorithm, the first PG algorithm with provable global convergence in learning the optimal linear estimator designs, i.e.,…