WASHINGTON—The Supreme Court on Monday made it easier for patent holders to win larger financial damages in court from copycats who use their inventions without permission.

The high court, in a unanimous opinion by Chief Justice John Roberts, overturned a specialized appellate court that had adopted a hard-to-meet legal standard for winning punitive damages, even in cases where the defendant’s patent infringement was willful.

The...