Learning Stabilizing Policies via an Unstable Subspace Representation

Leonardo F. Toso, Lintao Ye, James Anderson

We study the problem of learning to stabilize (LTS) a linear time-invariant (LTI) system. Policy gradient (PG) methods for control assume access to an initial stabilizing policy. H…