We use this often on plexiglass and acrylic at the museum where I work.
Maybe test it on a small patch?
Just get the 2 oz kit. I bought the larger kit so I would have some for cars, etc.
Plastic polish - Novus, set of each #1, 2, and #3, Package Quantity: 2 oz https://www.amazon.com/dp/B0091IPVEW/ref=cm_sw_r_cp_api_glc_fabc_phmeGbTVH7728