Aubameyang did not do the damage on the scoresheet but did supply Lucas Torreira for an acrobatic volley on 83 minutes which ended Huddersfield's brave resolve.
Relive how the actio unfolded in North London with Sports Mole's minute-by-minute updates below.
Subs: Cech, Koscielny, Monreal, Elneny, Mkhitaryan, Iwobi, Nketiah
Subs: Hamer, Bacuna, Kachunga, Ramadan, Mbenza, Hadergjonaj, Durm
"Since I don't compete any more, I get a trophy every week," Wenger joked, according to BBC Sport. Great to see his difficult final years at Arsenal didn't dampen his sense of humour!
Burnley 1-0 Brighton; Cardiff 0-0 Southampton; Man United 3-0 Fulham; West Ham 0-1 C. Palace.
Burnley 1-0 Brighton; Cardiff 1-0 Southampton; Man United 3-1 Fulham; West Ham 3-2 C.Palace.