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Sylvain Kubler

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#reinforcement learning Open access Sep 2026

Knowledge-Aware Technician Allocation: The Long-Term Impact of Technician Upskilling (code)

Technician allocation in industrial maintenance is a domain-specific Human Resource Allocation Problem (HRAP). Yet most existing approaches treat worker skills as static, overlooking how skill development and fatigue shape long-term operational performance. We extend HRAP to a sequential Reinforcement Learning (RL) set...

Adrien Bolling, Sylvain Kubler, Marcelo Luis Ruiz-Rodríguez et al. · 0 citations

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