Senior Capstone

A Study of Emergent Cooperative Behaviors of
Multi-Agent Systems using Reinforcement Learning

Previous research in Multi-Agent Systems mainly considered the implementation of certain goals, not the growth of collaborative efforts. The purpose of my senior capstone project is to see how multiple artificial intelligences can work together to solve various problems. The problem, in this case, is finding the exit of a maze.

I was also able to present this research at the International Association for Computer Information Systems (IACIS) conference in 2023 at Clearwater, Florida. My conference presentation is displayed below in addition to my research paper and sample demonstration video. It is also visible on my GitHub page.

Capstone After Event Survey