On the Role of Language Representations in Auto-Bidding: Findings and Implications

arXiv:2605.05833v1 Announce Type: new Abstract: Auto-bidding is a crucial task in real-time advertising markets, where policies must optimize long-horizon value under delivery constraints (e.g., budget and CPA). Existing methods for auto-bidding rely on compact numerical state representations:...