Csaba Szepesvari

Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear $q^\pi$-Realizability and Concentrability

Confident Natural Policy Gradient for Local Planning in $q_\pi$-realizable Constrained MDPs