Reyes spent last season on loan with city rivals Real Madrid and helped them win La Liga by scoring the vital goals against Mallorca.
An Arsenal statement said: “Everyone at Arsenal thanks Jose Antonio for his contribution to the club and wishes him the best of luck for the future.”
