Learning the Linear Quadratic Regulator from Nonlinear Observations

Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz +5

We introduce a new problem setting for continuous control called the LQR with Rich Observations, or RichLQR. In our setting, the environment is summarized by a low-dimensional cont…