On the Convergence of Reinforcement Learning in Nonlinear Continuous State Space Problems

Raman Goyal, Suman Chakravorty, Ran Wang +1

We consider the problem of Reinforcement Learning for nonlinear stochastic dynamical systems. We show that in the RL setting, there is an inherent ``Curse of Variance" in addition…