Improving Flood Prediction and Warning through Probabilistic Deep Learning and Reinforcement Learning

Deterministic model predictions can struggle to adequately capture extreme events such as floods and droughts, which are of particular relevance in hydrology. This limitation arises because deterministic models collapse the conditional runoff distribution to a single point estimate. Probabilistic mo... View More