Deep Reinforcement Learning-Based Approaches for the MPPT Control of Standalone Solar PV Systems by Nwachukwu, Sampson

“…Reinforcement learning (RL) is a model-free optimization approach that can learn solar PV behaviour and store and reuse optimization information for future optimization tasks. …”
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Initial attempt: classification of Simmental cattle based on body conformation using machine learning by Schulenburg, Suzette

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Development of scalable hybrid switching-based software-defined networking using reinforcement learning by Blose, Max

“…To address the SDN scalability issues identified by creating a scalable hybrid switching solution using machine learning algorithms. We propose an SDN OpenFlow model switch which collaborate with the traditional switch to represent a scalable framework of Hybrid Routing with Reinforcement Learning (sHRRL). …”
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Development of scalable hybrid switching-based software-defined networking using reinforcement learning by Blose, Max

“…To address the SDN scalability issues identified by creating a scalable hybrid switching solution using machine learning algorithms. We propose an SDN OpenFlow model switch which collaborate with the traditional switch to represent a scalable framework of Hybrid Routing with Reinforcement Learning (sHRRL). …”
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Evaluating the current copyright provisions for the reproduction and dissemination of electronic educational material in distance learning by Lamont, Kim Tracy

“…Some countries such as the Unites States have come to this realisation early and have started to accommodate digitisation of works and distance learning models through the Digital Millennium Copyright Act and the codification of the fair use model in section 107 of the United States Copyright Act.…”
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Reducing the Burden of Aerial Image Labelling Through Human-in-the-Loop Machine Learning Methods by Razzak, Muhammed T

“…We then investigate active learning in the context of remote sensing. Active learning looks at reducing the number of labelled samples required by a model to achieve an acceptable performance level. …”
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Exploring the relationship between the leadership role of the school principal and ICT integration in instruction and learning

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The architects Atelier : rethinking boukunde's interior spaces

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Discriminating between forest plantation genera using remote sensing and machine learning algorithms by Higgs, Caley

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Stock Market Manipulation Detection Using Continuous Wavelet Transform & Machine Learning Classification by Youssef, Sarah

“…This data was then used to train, and test 3 different classification models (XGBoost, KNN & SVM) and the outcome was compared accordingly. …”
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Co-constructing a self-regulated professional learning plan in a community of practice

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School-parent collaboration to address children's barriers to learning in a full-service school by Basson, Arno

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Mobile technology strategies incorporated in teaching and learning activities to support English Home Language

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Designing with community health workers: feedback-integrated multimedia learning for rural community health by Molapo, Maletsabisa

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Staying together while learning: Relational work & the construction of collective institutional agency by Schweer, Cynthia

“…I then describe four ‘collaboration frames'—coordinated action, advocacy, social learning, and meaning-making—which represent a diverse set of expectations by organizational actors when initiating a collective effort to address GCs. …”
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Quality assurance practice in online (web-supported) learning in higher education : an exploratory study

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The role of reading in enhancing English second language learning of ordinary level learners in Namibia

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Language-learning strategies of English second-language learners participating in peer tutoring Petronella

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