Ray Tune: Reinforcement Learning-based search algorithm

Hello!

I’m looking for an example of applying Reinforcement Learning as search algorithm.
I’m thinking in something in the lines of having a state defined by the search space, and actions to adjust the hyperparameters towards an optimal objective function score.
Is there somewhere any example or something similar?

Thanks!
Brasilino