From Preference to Reciprocity: Decentralized Matching with Empirically Grounded LLM-agent Based Modeling

Wangxuan Fan, Xiaoyu Nie, Zhoutian Shi +5

Bipartite matching is a fundamental problem in game theory and market design. Classical approaches such as Gale--Shapley assume complete preferences and centralized computation, wh…