Search Results for author: Kubra Duran

Found 2 papers, 0 papers with code

AI in Energy Digital Twining: A Reinforcement Learning-based Adaptive Digital Twin Model for Green Cities

no code implementations28 Jan 2024 Lal Verda Cakir, Kubra Duran, Craig Thomson, Matthew Broadbent, Berk Canberk

This is caused by the lack of right-time data capturing in traditional approaches, resulting in inaccurate modelling and high resource and energy consumption challenges.

Digital Twin-Native AI-Driven Service Architecture for Industrial Networks

no code implementations24 Nov 2023 Kubra Duran, Matthew Broadbent, Gokhan Yurdakul, Berk Canberk

Within the proposed DT-native architecture, we implement a TCP-based data flow pipeline and a Reinforcement Learning (RL)-based learner model.

Reinforcement Learning (RL)

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