Game Theory for Security
Game theory, Machine Learning and Environmental Crime
Algorithmic Experimental Game Theory and Human Behavior
Contagion / Diffusion Theory
Multi-agent Team Formation
Predicting crime with data, helping police with game theory
Enforcing Compliance with Environmental Regulations
Building a New Science of Cyber Security
The Teamcore group is focused on research driven by real-world problems. Our roots are in Artificial Intelligence and within that areas of intelligent agents and multiagent systems and computational game theory: our research has dealt with systems where multiple intelligent agents interact, where these agents may be humans, software agents, virtual agents in simulations, virtual or real crowds, or robots. Given our focus on research inspired by real-world problems, typically problems of security, safety and sustainability, our collaborations cut across disciplinary boundaries. We have established strong collaborations with faculty members in Psychology, Operations Research, Civil and Environmental Engineering and several other departments at USC and elsewhere.
Our research interests span areas of computational and behavioral game
theory, multiagent and agent-human teamwork and team formation,
distributed team coordination and planning under uncertainty,
agent-based simulations, crowd simulation and contagion. Our research
has led to real-world deployments. For example, research on
computational and behavioral game theory has led to deployed systems
that schedule randomized patrols and checkpoints. This includes the
system deployed by the US Coast Guard in a number of ports
by the Federal Air Marshals service,
by the LAX airport and others.
Our research in multiagent systems includes work in Belief-Desire-Intentions (BDI) systems, in Distributed Constraint Reasoning (DCR), and in Decision Theoretic and Game Theoretic approaches, a key aspect of our research is the interedisciplinary partnerships beyond Computer Science, such as with the Game theory and human behavior group.