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The paper detailing apirl can be found online on arxiv or aaai 2025 (coming soon). Looking for the definition of apirl Find out what is the full meaning of apirl on abbreviations.com Definition of apirl in the definitions.net dictionary
This paper presents apirl, a system that uses this approach to test rest apis for security flaws Think of apirl as a security tester that gets better at finding vulnerabilities the more it tests It reads api documentation and learns which test inputs are most likely to reveal problems. It was named tabularreinforcementlearning.jl at first johanni brea sent me the invitation to work on it together implemented several tabular rl related algorithms from the famous book reinforcement learning
An introduction many deep rl related algorithms are implemented following that Dqn related variants (relatively fast) policy gradient related variants (pretty fast) cfr related variants.
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