Search Results for author: Fadi AlMahamid

Found 3 papers, 0 papers with code

Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering

no code implementations18 Oct 2022 Fadi AlMahamid, Katarina Grolinger

Energy companies often implement various demand response (DR) programs to better match electricity demand and supply by offering the consumers incentives to reduce their demand during critical periods.

Clustering Dynamic Time Warping

Reinforcement Learning Algorithms: An Overview and Classification

no code implementations29 Sep 2022 Fadi AlMahamid, Katarina Grolinger

The desire to make applications and machines more intelligent and the aspiration to enable their operation without human interaction have been driving innovations in neural networks, deep learning, and other machine learning techniques.

Classification reinforcement-learning +2

Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review

no code implementations25 Aug 2022 Fadi AlMahamid, Katarina Grolinger

There is an increasing demand for using Unmanned Aerial Vehicle (UAV), known as drones, in different applications such as packages delivery, traffic monitoring, search and rescue operations, and military combat engagements.

Navigate reinforcement-learning +1

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