Extreme Ownership
by Jocko Willink and Leif BabinMentionedShortform notes Rogan frequently draws on the book's principles; its co-author Jocko Willink has been a guest.
Source: Reading List: The Most-Talked About Books on Joe Rogan's Podcast (article)