One of my favorite equations, after assumptions, details how the system dynamics (A) and control cost (Q) interact with the closed-loop dynamics (F).
This reveals a continuum of environment-objective pairs consistent with behavior. Inverse RL / IOC typically lies at one end of this continuum.