Author

Clement N. Nyirenda

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#machine learning Preprint Sep 2026

Real-World Deployment and Performance Characterisation of Fog-Based Deep Learning for Cold-Chain Temperature Prediction over LoRaWAN

These are the first published deployment benchmarks for fog-based temperature prediction in FFV cold chains, establishing that explainable temperature forecasting is feasible on resource-constrained edge hardware.

Jeremiah Taguta, J. F. I. Nturambirwe, C. Nyirenda · 0 citations

Jul 2026

Comparative Study of Multi-Agent Actor-Critic Algorithms in Parameterized Action Reinforcement Learning

A comparative study of shared-experience multi-agent extensions of multi-agent actor-critic methods for parameterized action reinforcement learning, offering insight into the scalability of shared-experience multi-agent actor-critic methods for parameterized action reinforcement learning.

U. Bapoo, Clement N. Nyirenda · arXiv.org · 0 citations