Here's why:
* Selenium's electron configuration: [Ar] 3d10 4s2 4p4
* Nearest noble gas (Krypton): [Ar] 3d10 4s2 4p6
By gaining two electrons, Selenium fills its 4p subshell and achieves the same electron configuration as Krypton, which is a stable, noble gas configuration.