R&D networks among vertically related firms are common empirically. We develop a model to study the formation of R&D networks among manufacturers and their suppliers. Private and social incentives to form vertical R&D networks align when vertical relations are non-exclusive, but may conflict when vertical relations are exclusive. We discuss policy implications in terms of antitrust regulation of exclusive vertical relations.