04:00
2026-06-03
arxiv.org
machine-learning
Human-in-the-Loop Contextual Bandits for Short-Term Rental Dynamic Pricing: Structural Equivalence of Historical Warm-Up and Approval-Gated Live Learning
Researchers have developed a Human-in-the-Loop Gated Bandit (HITL-GB) framework for dynamic pricing in short-term rental markets, where a contextual bandit algorithm generates price recommendations bu…