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Arnu Pretorius
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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipArnu PretoriusAArnu PretoriusResearcherSelf-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy OptimisationWSelf-Supervised On-Poli...preprint / 2026If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networksWIf dropout limits train...preprint / 2020On the expected behaviour of noise regularised deep neural networks as Gaussian processesWOn the expected behavio...preprint / 2019On Optimal Transformer Depth for Low-Resource Language TranslationWOn Optimal Transformer ...preprint / 2020Universally Expressive Communication in Multi-Agent Reinforcement LearningWUniversally Expressive ...preprint / 2023On pseudo-absence generation and machine learning for locust breeding ground prediction in AfricaWOn pseudo-absence gener...preprint / 2022
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Arnu Pretorius

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