InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees

Chenyu Huang, Jianghao Lin, Zhengyang Tang +4

We study how large language models can be used to generate inventory policies in online settings with non-stationary demand. Our work is motivated by recent advances in LLM-based e…