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Suresh Rasappan

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#reinforcement learning Open access Oct 2026

Reliabilityand Availability of a Repairable k-Out-of-n System via Event-Triggered Maintenance Semi-Markovian Modelling Reinforcement Q-Learning, and Copula Repair

This paper develops a reliability and availability model for a repairable two-tier k-out-of-n computer network system. Four analytical components are combined: event-triggered repair intensification, Gumbel–Hougaard copula-based restoration, a semi-Markovian state-transition formulation, and a reinforcement Q-learning...

Suresh Rasappan, M. Sankar, P. K. Poonia · 0 citations

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