Worley reportedly resisted arrest and fought with police before being tased by officers and taken into custody.
A gun was also reportedly recovered from the scene.
Apparently Worley was found passed out in a vehicle that was blocking a highway.
Trump Orders 'Sustained' Strikes On Syria Until Stops Using Chemical Weapons
Four RAF Tornado jets, operating from Akrotiri, Cyprus, each delivered a "Storm Shadow" missile at a target 15 miles west of Homs. The US has acted to punish the Assad government for using chemical weapons such as sarin and chlorine gas on Syrian civilians.
Worley, 23, starred at Penn Charter High and at the University of West Virginia before being drafted in the third round by the Carolina Panthers in 2016.
Worley is being held at Philadelphia police headquarters.
"I'm coming back home", Worley said at his introductory press conference on March 19.
Philadelphia Eagles cornerback Daryl Worley was arrested early Sunday morning after he reportedly fell asleep in his auto while driving on the freeway. "There's going to be a lot more asked of me both on the field and off the field, but at the same time I have a great support group around me".