Messi had not trained since sustaining a groin/thigh injury during his side's 1-0 win against Chile on June 25th. He sat out Argentina's 2-0 victory over Peru on Saturday.
The Argentine Football Federation said that Messi did some kinesiology work before training and was with the rest of the group afterwards.
Argentina face Ecuador on Thursday.