Natural-gas storage modelling by deep reinforcement learning

Tiziano Balaconi, Aldo Glielmo, Marco Taboga

We introduce GasRL, a simulator that couples a calibrated representation of the natural gas market with a model of storage-operator policies trained with deep reinforcement learnin…