The FA Cup replays have been scrapped for the 2020/21 season to "ease pressure" on football calendar.
Aubameyang has been linked with a move away from Arsenal in recent times with French champions Paris St. Germain and Spanish giants Barcelona reportedly interested in acquiring his services.
Arteta said that he is happy with the steps that the team has taken since he took over last December.
Arsenal beat Chelsea 2-1 to win FA Cup in first final to be played without supporters.
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Chelsea secured a place in the final by getting the better of Manchester United 3-1 while Arsenal stunned Manchester City 2-0 to enter the championship clash.
Either Arsenal captain Pierre-Emerick Aubameyang or Chelsea counterpart César Azpilicueta will have to pick it up themselves on the pitch.
Arsenal defender Shkodran Mustafi will miss the FA Cup final against Chelsea due to a hamstring injury.
On Sunday, Manchester United lost 1-3 to Chelsea to crash out of England's Cup competition.
Chelsea reached the final of the FA Cup with a 3-1 win over Manchester United on Sunday.
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In only his 25th match as a manager, Arteta masterminded a 2-0 victory — secured by Pierre-Emerick Aubameyang's double — that ended Manchester City's title defence on Saturday.
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Chelsea manager Frank Lampard said that he would want the VAR to work in their favour against Manchester United in the FA Cup semifinal.
Manchester United have been on a roll after the coronavirus stoppage and Thursday's 3-0 win over Aston Villa was the 17th game they remained unbeaten across competitions.
The panel found Dier's actions to be "threatening." As well as the ban, he was fined 40,000 pounds ($50,000) and warned about his future conduct.
The club was relegated from the Premier League in 2013 — the same year it shocked Manchester City in the FA Cup final.
Manchester United manager Ole Gunnar Solskjaer has said that he is looking forward to facing Chelsea in the semifinal of the FA Cup.
Manchester City booked an FA Cup semi-final with Arsenal by beating Newcastle 2-0 at St James' Park. In the Premier League, Liverpool have already won the title when City lost to Chelsea last week.
Manchester City conceded the Premier League title to runaway champion Liverpool last week, and must beat 13-time FA Cup winner Arsenal to reach another cup final.