BEAT together 1 cup peanut butter, cream cheese and sugar in large bowl with an electric mixer on medium, until well combined. Gently mix in 3 cups whipped topping until thoroughly combined. Spoon mixture into pie shell. Using a spatula, smooth mixture to edges of pie.
Top pie with remaining whipped topping
Sprinkle with chocolate chips, refrigerate until ready to serve.