Information theory is a powerful tool to express principles to drive autonomous systems because it is domain invariant and allows for an intuitive interpretation. This paper studies the use of the predictive information (PI). also called excess entropy or effective measure complexity. of the sensorimotor process as a driving force to generate behavior. https://www.roneverhart.com/Clear-Zig-Zag-Pet-Gate/