Background Hand-rolling tobacco (HRT) remains more affordable than factory-made (FM) cigarettes in the UK, which could ...

Abstract: Accurate and reliable load forecasting is essential for decision-making processes in the electric power industry. As the power industry transitions toward decarbonization, distributed energy ...

Abstract: Short-term wind power probabilistic forecasting can furnish decision-makers with comprehensive information to enhance management capabilities. Most wind power probabilistic predictions are ...

This repository contains a demonstration how multiple quantiles can be predicted simultaneously with XGBoost. The key idea is to use a smooth approximation of the pinball loss, the arctan pinball loss ...

Since Philadelphia is arranged on a grid system, the mostly one-way roads are easy to navigate. Helpful maps are posted along street corners across the city – watch for the "Walk! Philadelphia" signs ...

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF). Implementation includes DQN extensions with which FQF ...