Should Demand Models Incorporate Competitor Prices? Oblivious Learning and Algorithmic Collusion

Yuhang Wu, Assaf Zeevi

On a platform with many sellers, should a pricing algorithm explicitly model competitors' prices when learning demand? Classical learning arguments suggest an affirmative answer: i…