Flooding and Overflow Mitigation through a Model-free Deep Reinforcement Learning based on Koopman Emulators of Urban Drainage System

Deep reinforcement learning has been used to establish real-time control of urban drainage system (UDS) for flooding mitigation in recent studies. However, only model-based reinforcement learning w...