Research on path planning algorithm of partially observable penetration test based on reinforcement learning.
Qinrui SunHui GeXiao JinPublished in: ICMLCA (2023)
Keyphrases
- partially observable
- reinforcement learning
- path planning algorithm
- path planning
- markov decision processes
- partial observability
- state space
- decision problems
- partially observable environments
- dynamical systems
- partially observable domains
- markov decision problems
- partial observations
- function approximation
- reward function
- hidden state
- infinite horizon
- learning algorithm
- reinforcement learning algorithms
- action models
- multi agent
- model free
- machine learning
- belief state
- optimal path
- temporal difference
- optimal policy
- partially observable markov decision process
- dynamic programming
- motion planning
- optimal control
- software agents
- markov chain