GRAFT: Graph-Assisted Reinforcement Learning for Automated SSD Firmware Testing.
Yoon Hyeok LeeYoungmin OhGyohun JeongMingyu PiHyukil KwonHakyoung LimEungchae KimSunghee LeeBosun HwangPublished in: ICCAD (2023)
Keyphrases
- reinforcement learning
- semi automated
- graph theory
- fully automated
- learning algorithm
- graph structure
- operating system
- function approximation
- machine learning
- graph representation
- state space
- connected components
- solid state
- reinforcement learning algorithms
- graph model
- computer systems
- multi agent
- optimal policy
- directed graph
- bipartite graph
- random walk
- graph mining
- spanning tree
- model free
- learning process
- transfer learning
- mean shift
- computer assisted
- markov decision processes
- graphical models
- dynamic programming
- data structure
- power consumption