🏢 CREST, ENSAE
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
·1460 words·7 mins·
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Machine Learning
Reinforcement Learning
🏢 CREST, ENSAE
Incentive-aware algorithm achieves low regret in strategic multi-armed bandits under debt-free reporting, establishing truthful equilibrium among arms.
Improved Algorithms for Contextual Dynamic Pricing
·515 words·3 mins·
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AI Generated
AI Theory
Optimization
🏢 CREST, ENSAE
New algorithms achieve optimal regret bounds for contextual dynamic pricing under minimal assumptions, improving revenue management with better price adjustments.