Target Tracking for Contextual Bandits: Application to Demand Side Management

Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz

Abstract: We propose a contextual-bandit approach for demand side management by offering price incentives. More precisely, a target mean consumption is set at each round and the mean consumption is modeled a...