smallest_boundary_value

safe_learning.smallest_boundary_value(fun, discretization)

Determine the smallest value of a function on its boundary.

Parameters:

fun : callable

A tensorflow function that we want to evaluate.

discretization : instance of GridWorld

The discretization. If None, then the function is assumed to be defined on a discretization already.

Returns:

min_value : float

The smallest value on the boundary.