AK-SLRL: Adaptive Krylov Subspace Exploration Using Single-Life Reinforcement Learning for Sparse Linear System

Hadi Keramati, Feridun Hamdullahpur

This paper presents a single-life reinforcement learning (SLRL) approach to adaptively select the dimension of the Krylov subspace during the generalized minimal residual (GMRES) i…