You can find here a custom implementation of the Generalized Random Forest (https://github.com/swager/grf) for the Caret-Framework.
By default the grid-search is using the output from tune_regression_forest() and the random search takes the output of tune_regression_forest() as starting point. In both cases honest tree splitting is turned on.
Feedback is welcome.