The UK government is due to review lockdown restrictions next week which means footballers could start training again in small groups very soon.
Premier League clubs remain hopeful they can finish the 2019-2020 season despite the potential danger posed by the virus, and are due to receive 'Project Restart' proposals at a meeting on Friday.
Aguero has been spending the lockdown in the North West of England but he and his team-mates could return to training very soon.
“The majority of players are scared because they have family, they have children, they have babies, parents," the Argentina international told Spanish TV programme El Chiringuito.
"It does scare me but I have just been here with my girlfriend, I haven't had contact with other people and they say that to contract the disease is very rare and difficult but they say that there are people who have it, and they don't have symptoms and they can infect you.”
"That's why I've stayed at home. You can be infected and you don't know anything about it."
Aguero has been in good form in the Premier League this season, netting 16 goals in 22 appearances for Pep Guardiola’s men.