I'd like to know if there is the capability to choose or set the colors of the Epics in the timeline to values other than what is provided.

I use colour in projects to denote items like Technical, Business, etc and those colours are used throughout documentation and communication for easier identification/ alignment for the audience. Being limited to shades/ colours that don't match the ones picked by the project team only adds confusion.