The BAR-SOT Method: Long-term Average Cost Control as Stochastic Optimal Self-Transport

Sharan Srinivasan, Berke M. Turkay, Harsha Honnappa

We reformulate average-cost (ergodic) control of a Markov jump process as a finite-horizon stochastic optimal transport (SOT) problem that jointly optimizes over the controlled evo…