Learning through experience: making sense of students' learning through service learning by Gredley, Susan

“…This study asks how we can make sense of students' learning in service learning. I employed a qualitative research methodology to explore the learning experiences of four students as they journeyed through the UCT Global Citizenship course: Thinking about volunteering: service, boundaries and power. …”
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Learning decentralized policies with incremental reinforcement learning, reward shaping and self-play learning. by Bakambana, Jeremie

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Evolutionary deep learning by Dufourq, Emmanuel

“…Together these algorithms show that a great deal of the current "art" in the design of deep learning networks - and in the job of the data scientist - can be automated. …”
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Machine learning in astronomy by Du Buisson, Lise

“…In this thesis we test various machine learning algorithms and show that many of them can match the human hand scanner performance in classifying transient difference g, r and i-band imaging data from the SDSS-II SN Survey into real objects and artefacts. …”
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A framework for using experiential learning theory to develop game-based learning by Odendaal, Danel

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Semi-Supervised Transfer Learning for medical images as an alternative to ImageNet Transfer Learning by Nkwentsha, Xolisani

“…One of the main disadvantages of supervised transfer learning is that it necessarily requires a large amount of expensive manually labelled training data. …”
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Model Calibration with Machine Learning by Haussamer, Nicolai Haussamer

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Hierarchical Reinforcement Learning in Minecraft by Rossouw, Francois Armand

“…Additionally, we show that nearly all of the improvements impact the performance either in terms of learning speed or rewards received. …”
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Learning takes place : how Cape Town youth learn through dialogue in different places by Cooper, Adam Leon

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To evaluate the effectiveness of participation in specific motor learning activities on the academic learning areas of Grade 2 learners

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Trajectories of learning : the use of multimodal resources to enhance academic writing development in open and distance e-learning by Du Toit, Jacques Avril

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

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Semi-supervised learning in computer vision by Louw, Christiaan

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Video classification using deep learning by Newman, Gregory

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Machine learning methods for large deviations by Cloete, Daniël Willem Hendrik

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PSO-based coevolutionary Game Learning

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Froth texture extraction with deep learning by Horn, Zander Christo

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Opportunities to learn in isiNdebele textbooks

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