Deep Learning Computation for Economic Theory and Its Applications

This research is for deep learning models and computation for resource allocation in distributed systems. For the distributed resource allocation under uncertainty, various economic theories are used such as game theory, auction, and stable marriage frameworks. In this research, distributed and optimal auction which is revenue-improved using deep learning for various emerging systems.