Rapid development in artificial intelligence (AI) technologies (e.g., Multi-Agent System Planning, Algorithmic Game Theory, Deep Reinforcement Learning, etc.) has made them very popular for optimizing and improving large scale multi-agent systems. Such technologies are more desirable when dealing with selfish agents in the system that are not willing to cooperate among themselves.
My research work is focused on developing various strategic and operational decision making techniques to improve performance in large scale multi-agent systems.