Borderlands 3 was announced with a trailer recently at PAX East. There is no confirmed release date for the game aside from some speculation after a tweet by the official social media account that also showed the logo for Epic Games Store.
Source: N4G PC Is Borderlands 3 Epic Games Store Exclusive? Randy Pitchford Explains The Situation