Creation of meta-model for agent-based simulation using machine learning approach

• Main Author: Agarwal, Samarth
• Other Authors: Cai Wentong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Agent based modelling
• Online Access: https://hdl.handle.net/10356/174965
• Institution: Nanyang Technological University

The ability to predict and model crowd behavior is an overwhelming and challenging task. This paper investigates the viability of neural networks in their ability to learn crowd patterns from video data. We tackle the problem of simulating crowd behavior by using neural networks to tackle the proble...