A Concentration Bound for Two-Timescale Actor-Critic Algorithm

Prashansa Panda, Shalabh Bhatnagar

Significant research effort has been directed in recent years towards establishing both asymptotic and non-asymptotic convergence guarantees for two-timescale actor--critic algorit…