Distributed Vehicle-Target Assignment Using Learning in Games

@article{Arslan2006DistributedVA,
  title={Distributed Vehicle-Target Assignment Using Learning in Games},
  author={Gurdal Arslan and J. S. Shamma},
  journal={Proceedings of the 45th IEEE Conference on Decision and Control},
  year={2006},
  pages={2837-2842}
}
We consider an autonomous vehicle-target assignment problem where a group of vehicles are expected to optimally assign themselves to a set of targets. We introduce a game theoretical formulation of the problem in which the vehicles are viewed as self-interested decision makers. Thus, we seek the optimization of a global utility function through autonomous vehicles that are capable of making individually rational decisions to optimize their own utility functions. The first important aspect of… CONTINUE READING