Constraint Learning in Multi-Agent Dynamic Games from Demonstrations of Local Nash Interactions

Zhouyu Zhang, Chih-Yuan Chiu, Glen Chou

We present an inverse dynamic game-based algorithm to learn parametric constraints from a given dataset of local Nash equilibrium interactions between multiple agents. Specifically…