2026
The Cost of Information: Phase Transitions in Contextual Bandits with Paid Observations
ICML 2026poster
Contextual bandits serve as a foundational framework for sequential decision-making in domains like recommendation systems, IoT device management, and conversational AI, yet classical models overlook a critical practical constraint: acquiring extra observations incurs non-trivial costs, creating an …