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Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing.
Lorenzo Binosi
Luca Rullo
Mario Polino
Michele Carminati
Stefano Zanero
Published in:
ICPRAM (2023)
Keyphrases
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reinforcement learning
learning algorithm
function approximation
state space
data driven
machine learning
ensemble learning
reinforcement learning algorithms
batch mode
feature selection
temporal difference
dynamic programming
weak learners
model free
optimal control
ensemble methods
markov decision processes
multi agent
combining multiple
test suite
markov decision process
transfer learning
reinforcement learning methods