Decoupled Data Based Approach for Learning to Control Nonlinear Dynamical Systems

Ran Wang, Karthikeya Parunandi, Dan Yu +2

This paper addresses the problem of learning the optimal control policy for a nonlinear stochastic dynamical system with continuous state space, continuous action space and unknown…