Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment

Jakob Weissteiner, Jakob Heiss, Julien Siems +1

Many important resource allocation problems involve the combinatorial assignment of items, e.g., auctions or course allocation. Because the bundle space grows exponentially in the…