This study will evaluate the safety and tolerability of RGX-111 in patients with Mucopolysaccharidosis Type I with a neurocognitive deficit that are at least 4 months old. This study involves administration of the RGX-111, general anesthesia, lumbar puncture, blood draws, MRI, ultrasound, electrocardiogram, echocardiogram, hearing test, and chart review.