The present invention relates to solid oral pharmaceutical dosage forms that provide extended release of active ingredients and have abuse deterrent properties and the methods of making the same. More particularly, the present invention relates to solid oral extended release abuse deterrent dosage forms comprising at least one polycaprolactone (PCL) and at least one gelling agent.