2 papers
cs.AI2026
Adapting to Evolving Requirements: Agentic AI for Retail Supply Chain Operations
Lei Zheng, Liping Yang, Zihao Li +3
Retail supply chain operations rely on coupled decision modules that must adapt as requirements evolve. LLMs offer a natural-language interface for this task, but existing methods…
cs.LG2024
Constrained Online Two-stage Stochastic Optimization: Algorithm with (and without) Predictions
Piao Hu, Jiashuo Jiang, Guodong Lyu +1
We consider an online two-stage stochastic optimization with long-term constraints over a finite horizon of periods. At each period, we take the first-stage action, observe a m…