No items found.

Game Theory

Developing AI systems to compete with human players ↓
Game Theory

Game Theory is a formal framework for analyzing competitive situations to determine the optimal course of action for a self-interested agent. Computational game theory uses computational methods for modeling and solving game-theoretic problems.

In our basic research, we focus on creating novel faster algorithms for solving games in standard representations, as well as creating new game-theoretic models that allow representing and solving specific classes of games more efficiently. In the applied research, we model specific real-world problems in the game-theoretic framework; we propose domain-specific improvements of the existing algorithms for computing (an approximation of) optimal solutions; and we evaluate the computed strategies in computer simulations. The problem domain we focused on include network security, transportation networks, and military operations.

Research Results

Hacking
human future

No items found.