Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing.
Jinghan WangChengyu SongHeng YinPublished in: NDSS (2021)
Keyphrases
- reinforcement learning
- state space
- function approximation
- hierarchical reinforcement learning
- scheduling problem
- learning algorithm
- round robin
- multi agent reinforcement learning
- neural network
- resource allocation
- learning problems
- flexible manufacturing systems
- dynamic programming
- model free
- parallel machines
- real time database systems
- multi agent
- hierarchical model
- temporal difference
- least squares
- resource constraints
- scheduling algorithm
- hierarchical clustering
- markov decision processes
- supervised learning