Thank you everyone for your help!
As a troubleshooting, I tried the Aproned Artist method, except that I used cornstarch instead of powdered sugar in fear that it would just make them more tacky. Seems that it solved the problem, but next time I will try the suggestions of Julia as well. Thanks again!