So basically this happened when I used DS4 on my ps4 controller, and every time i pressed a button a 2nd player would join. The way i got the 3rd and 4th player to join was when I tried getting rid of the second player another would join.
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This is a list of glitches and bugs in Cuphead. General glitches If Cuphead dies during a boss...