Convergence of Batch Asynchronous Stochastic Approximation With Applications to Reinforcement Learning

Rajeeva L. Karandikar, M. Vidyasagar

We begin by briefly surveying some results on the convergence of the Stochastic Gradient Descent (SGD) Method, proved in a companion paper by the present authors. These results are…