forster was born in rochester, new york, the son of grace dorothy (née montanarella) and robert wallace forster sr., who worked as an elephant trainer for the ringling bros. and barnum & bailey circus and later as an executive for a baking supply company. his mother was italian american, while his father was of english and irish descent. the couple divorced in 1949.