Richberg has been serving as interim managing director since June.
The playwrights will each receive a $50,000 cash prize.
Fleming brings his vast experience working as a multidisciplinary artist across the U.S. back to his home state of Kentucky.
The two-time Tony Award-winning director will be honored at a gala in March 2020.
The Brooklyn company will present works that explore morality and promote social justice.
Multiple theatre artists are among MacDowell Colony’s 79 fall fellows, who will receive an average of $10,000 and a fully funded residency.
The Brooklyn theatre’s 2019-20 season will include a new play about Miller’s trips to Beijing in 1983.
The director and performer succeeds Mary Kathryn Nagle in the role.
Honolulu Theatre for Youth’s longtime managing director forever changed TYA, in the islands and beyond.
The disability-centered theatre company will perform both in Colorado and internationally.