according to the big game regs in the defintions section WILD ANIMALS: Include all mammals except feral domestic mammals and old world rats and mice. WILD BIRDS: All species of birds that exist in washington in the wild state. so i would assume based on the defintions that no you can't hunt rabbits but birds are ok. I guess you could just say you thought the rabbit was an old world rat don't know if that would work or not