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Maryam Nouh

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#natural language process... Preprint Sep 2026

CovR: Coverage-Aware Hardware Verification via Reasoning-Guided Reinforcement Learning

CovR is presented, an agentic framework for automated testbench generation that combines self-reflection loops with simulation-based feedback to maximize coverage and a reinforcement learning (RL) framework tailored for coverage-driven testbench generation, leveraging tool-derived rewards from simulation and coverage f...

Manar Abdelatty, Maryam Nouh, Sherief Reda · 0 citations

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