Yumiharu Nakano

Inverse stochastic control via generalized Schrödinger problems

We propose a variational formulation of an inverse problem in continuous-time stochastic control, aimed at identifying control costs consistent with a given distribution over trajectories. The formulation is based on minimizing the suboptimality gap of observed behavior. We estab...