Fast Iterative Combinatorial Auctions via Deep Reinforcement Learning

Luis F. Paul Tosta, Quinn Arnold, Gianluca Brero

Iterative combinatorial auctions are used in spectrum allocation, transportation, and industrial procurement, but rounds are costly. We introduce FastCombo, a deep reinforcement le…