Optimizing Attack Surface and Configuration Diversity Using Multi-objective Reinforcement Learning.
Bentz TozerThomas A. MazzuchiShahram SarkaniPublished in: ICMLA (2015)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective evolutionary algorithms
- pareto optimal solutions
- optimization algorithm
- multi objective optimization
- genetic algorithm
- multiobjective optimization
- function approximation
- particle swarm optimization
- three dimensional
- pareto optimal
- objective function
- state space
- nsga ii
- multiple objectives
- surface reconstruction
- countermeasures
- range data
- d objects
- multi objective evolutionary
- robotic control
- temporal difference
- multi objective optimization problems
- learning process
- conflicting objectives
- multiagent evolutionary algorithm
- markov decision processes
- multi agent
- object surface
- model free
- dynamic programming
- optimal control