Low-resource neural machine translation for Southern African languages by Nyoni, Evander EL-Tabonah

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PSO-based coevolutionary Game Learning

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Mixed-Criticality Scheduling Using Reinforcement Learning by ElSeadawy, Omar

“…With plenty of researchers approaching the schedulability of such systems with various objectives, our aim in this study is to shed light on the promising nature of emergent machine learning technologies, specifically Reinforcement Learning. …”
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A learning framework for zero-knowledge game playing agents

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Unsupervised feature learning for speech using correspondence and Siamese networks by Last, Petri-Johan

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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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Nonlinear adaptation of established linear and predictive control laws through safe reinforcement learning by Bras, Edward Hendrik

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A framework for sustainable slum development based on zero waste concept: "Learn to Earn Model" by Elgizawy, Sally Maher

“…Teaching them new skills through the "Learn to Earn Model'', will help them generate income which turns the slum into a catalyst for the economy rather than a burden on it. …”
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Short-run subsidies, take-up, and long-run demand for off-grid solar for the poor: Evidence from large-scale randomized trials in Rwanda by Clarke, Rowan Philip

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Secondary school teachers’ experiences of a zero-tolerance approach to learner discipline

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Acoustic unit discovery with zero-resource applications by Van Niekerk, Benjamin Lipman

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Maximising exploration and discovery in unknown large intricate 3D worlds by Legg, Tristan Josef

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Identifying water wastage in deep-level mines using novel simulation-based zero-waste baselines by Le Roux, Marco

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Youth culture and discipline at a school in the Western Cape by Carstens, Carin

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Knowledge, attitude, and practices (KAP) of smallholder farmers towards cassava production in Limpopo, Mpumalanga and Kwazulu-Natal, South Africa

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Multilingual acoustic word embeddings for zero-resource languages by Jacobs, Chrsitiaan

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Multilingual acquisition of determiner phrases in L2 English and L3 French by L1 Swahili speakers in Tanzania by Nyakana, Deniza Joash

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Neural networks in control engineering by Trossbach, W

“…A study of feedforward topologies (one of the main classes of networks) shows that the multilayer perceptron network with its backpropagation training is well suited to model nonlinear mappings but fails to learn and generalize when subjected to slow varying training data. …”
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An investigation into how the undergraduate mathematics topic of sibling curves of functions can be developed and used for student enrichment

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Development of a Low-Cost System for Monitoring Root Growth Dynamics by De Raay, Yasmin

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