Yes, Astro Arena allows you to form a team of up to 3 players.
You can add friends through the Friends menu in the top-right corner of the game lobby. Friends can be added by searching their nickname, from recently played players, or via QR code.
After adding friends, tap the + button in the game lobby to invite them to your party and queue for matches together.