Educational platforms in under-resourced and multilingual contexts, such as Nigeria, often struggle with limited personalisation, inadequate language support, and weak curriculum internationalisation, leading to reduced learner engagement and inclusivity. This paper presents an AI-based adaptive learning platform desig...
Everistus Ugochukwu Nwogo, I. Ihianle, Pedro Machado et al.· 0 citations
It is shown that reactive repulsion provides a substantial, allocation-dependent safety benefit, while the additional computational complexity of GA-based task allocation yields a detectable mission-efficiency benefit only when repulsion is disabled.
Aditya Anil Kapile, Pedro Machado, I. Ihianle· 0 citations
This study presents the first unified training and inference study for text-to-code-to-video transformation with Manim, and shows that the correlation between code and visual metrics strengthens with SFT but weakens with inference-time enhancements, highlighting the complementary roles of training and agentic inference...
Ravidu Suien Rammuni Silva, Ahmad Lotfi, I. Ihianle et al.· arXiv.org· 2 citations
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