Stackelberg-Mean Field Equilibrium

Learning in Stackelberg Markov Games

arXiv:2509.16296v2 Announce Type: replace Abstract: Designing socially optimal policies in multi-agent environments is a fundamental challenge in both economics and artificial intelligence. This paper studies a general framework for learning Stackelberg equilibria in dynamic and uncertain environments, where a single leader interacts with a population of adaptive followers. Motivated by pressing real-world challenges such as equitable electricity tariff design for consumers with distributed...