2 papers
cs.AI2026
Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management
Carol Xuan Long, David Simchi-Levi, Feng Zhu +3
This paper studies autonomous generative AI agents in multi-echelon supply chains using the MIT Beer Game. We identify four inference-time levers that shape performance: model sele…
cs.LG2025
Blind Network Revenue Management and Bandits with Knapsacks under Limited Switches
David Simchi-Levi, Yunzong Xu, Jinglong Zhao
This paper studies the impact of limited switches on resource-constrained dynamic pricing with demand learning. We focus on the classical price-based blind network revenue manageme…