2 papers
cs.MA2026
AI Agent Systems for Supply Chains: Structured Decision Prompts and Memory Retrieval
Konosuke Yoshizato, Kazuma Shimizu, Ryota Higa +1
This study investigates large language model (LLM) -based multi-agent systems (MASs) as a promising approach to inventory management, which is a key component of supply chain manag…
cs.LG2024
Learning with Posterior Sampling for Revenue Management under Time-varying Demand
Kazuma Shimizu, Junya Honda, Shinji Ito +1
This paper discusses the revenue management (RM) problem to maximize revenue by pricing items or services. One challenge in this problem is that the demand distribution is unknown…