A Unified Analysis of Importance-Corrected Momentum Actor-Critic over a Markovian Trajectory.

arXiv:2610.33477v1 Announce Type: cross Abstract: We present a generic actor-critic method that combines a ridge-regularized pathwise least-squares temporal-difference (LSTD) critic with importance-corrected momentum (ICM) actors. The critic solves a ridge-reg