Reinforcement learning for controller parameters in Pinterest’s auto-bidding system; techniques address balancing budget delivery and cost per action under non-stationary conditions.
Read the original at arxiv.org→arXiv:2610.33248v1 Announce Type: new Abstract: Auto-bidding systems in online advertising must balance competing objectives-maximizing budget delivery while minimizing cost per action-across heterogeneous campaigns...
Original headline: "Reinforcement Learning for Controller Parameters in the Auto-Bidding System at Pinterest"
Coverage timeline
- Oct 27, 04:00 UTC arXiv cs.LG lead source Reinforcement Learning for Controller Parameters in the Auto-Bidding System at Pinterest