University of Washington; FAIR, Meta AI; CCM, Flatiron Institute
Rui Yuan, Simon Du, Robert M. Gower, Alessandro Lazaric, Lin Xiao
Discounted Markov decision process;natural policy gradient;policy mirror descent;log-linear policy;sample complexity
Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies