I think if you'll look into it further, you'll find that Arminius emphatically denounced and repudiated pelagianism.
Arminius tried to bridge a gap between orthodox and heresy, which is why his positions are so ridiculous. The idea that God chose those whom He knew would choose Him, is laughable and illogical.