Interesting. They don't explicitly state it, but it looks like the restrictions of a_t and b_t is that while they may vary in time, they must have a closed form

Interesting. They don't explicitly state it, but it looks like the restrictions of a_t and b_t is that while they may vary in time, they must have a closed form solution which is independent of x.