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Contextual bandits for short-term rental dynamic pricing

Arxiv CS.LG (machine learning)

Paper shows structural equivalence between historical warm-up and approval-gated live learning for contextual bandits in dynamic pricing. Applied to short-term rental markets where feedback is sparse and decisions are financially risky.

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8 days ago
Contextual bandits for short-term rental dynamic pricing — AIBriefs