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Author

Arnol Fokam

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#artificial intelligence Preprint Sep 2026

Out-of-Distribution Generalisation with Sequence Models in Offline Multi-Agent Reinforcement Learning

This work presents a principled analysis of zero-shot task generalisation in the offline setting and conducts an extensive empirical investigation into the scaling behaviour governing task diversity, dataset size, and network capacity.

Oussama Hidaoui, Omer Ebead, Ulrich A. Mbou Sob et al. · 0 citations
#machine learning Preprint Aug 2026

How Temporal Correlations Shape Memory in Linear Recurrent Neural Networks

One property of the input is turned into a prediction of whether a network learns memory and why correlated data turns recurrent networks into change detectors and explains why correlated data turns recurrent networks into change detectors.

Arnol Fokam, Fasseu Sieyondji Akpevwoghene, Edem Fiifi Dawson · 0 citations

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