[4L3-GS-10] AI application: General

[4L3-GS-10-03] Agent-based simulation of in-store customer flow using human trajectory generation AI based on deep learning

〇Taizo Horikomi¹, Takayuki Mizuno² (1. The Graduate University for Advanced Studies, Sokendai, 2. National Institute of Informatics)

Keywords:GPT, human trajectory generation, in-store customer flow, agent-based simulation, deep learning

An agent-based simulation of customer flow in a retail store was conducted by incorporating a human flow generation AI using GPT architecture into the agent. The simulation takes into account the congestion during store visits and interactions with neighboring agents from time to time. The obtained results are compared with conventional agent-based simulations.