A data-driven zeroth-order algorithm converges to Stackelberg equilibrium tariffs in demand-side management by online estimation of user responses from actions, using fewer interactions than prior methods.
Follower agnostic learning in Stackelberg games,
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Learning-Based Stackelberg Equilibrium Seeking with Application to Demand-Side Energy Management
A data-driven zeroth-order algorithm converges to Stackelberg equilibrium tariffs in demand-side management by online estimation of user responses from actions, using fewer interactions than prior methods.