4 papers
Do Matching Mechanisms Work with LLM Agents?
Yukihiro Hoshino, Ayato Kitadai, Nariaki Nishino
This study examines whether standard matching mechanisms function as intended in LLM-agent markets, where LLM agents make allocation-related decisions as delegated decision-makers.…
Decision Support System for Technology Opportunity Discovery: An Application of the Schwartz Theory of Basic Values
Ayato Kitadai, Takumi Ito, Yumiko Nagoh +6
Discovering technology opportunities (TOD) remains a critical challenge for innovation management, especially in early-stage development where consumer needs are often unclear. Exi…
"Sail Fast, Then Wait" in First-come, First-served Port Queues: Information Sharing for Sustainable Shipping
Ayato Kitadai, Shunta Yoshimura, Takuya Nakashima +4
This study develops a novel class of queueing game to explain a common practice in cargo shipping "Sail Fast, Then Wait" (SFTW), and demonstrates that resolving information asymmet…
Bias-Adjusted LLM Agents for Human-Like Decision-Making via Behavioral Economics
Ayato Kitadai, Yusuke Fukasawa, Nariaki Nishino
Large language models (LLMs) are increasingly used to simulate human decision-making, but their intrinsic biases often diverge from real human behavior--limiting their ability to r…