Closing the gap between SVRG and TD-SVRG with Gradient Splitting

Arsenii Mustafin, Alex Olshevsky, Ioannis Ch. Paschalidis

Temporal difference (TD) learning is a policy evaluation in reinforcement learning whose performance can be enhanced by variance reduction methods. Recently, multiple works have so…