recommender systems

Reinforcement Learning in Pinterest Ads – DRL-PUT in action!

DRL-PUT replaces Pinterest's hand-tuned ad ranking weights with a policy network picking utility weights per request; A/B tests show CTR up 9.7%, LC-CTR up 7.7%.