Penalizing RL actions that do not change the cache state reduces useless actions and slightly shortens training time in many, but not all, simulated cache configurations.
2020 wilson research group functional verification study: Ic/asic functional verification trend report,
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Efficient RL-based Cache Vulnerability Exploration by Penalizing Useless Agent Actions
Penalizing RL actions that do not change the cache state reduces useless actions and slightly shortens training time in many, but not all, simulated cache configurations.