Model-Free design of control systems over wireless fading channels

•Design of control and communication under constraints in wireless control systems.•Infinite dimensionality, constraints, need for models make codesign challenging.•We propose a constrained reinforcement learning approach to codesign.•We show that near-universal parametrizations yield near-optimal codesign policies.•Numerical experiments attest to the strong performance of learned policies.