It´s a recreation room.
You can read this in a Wikipedia about "The Simpsons"
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The rumpus room has only been seen in a few episodes.
It is seen in "Three Men and a Comic Book", "Separate Vocations", and "Lady Bouvier's Lover" with the same distribution (with cabinets beside the window).
In "Radio Bart" it is seen, but…