Reinforcement Learning Aided Secure UAV Communications against Roaming Adversaries.
Gongchao SuMingjun DaiBin ChenXiaohui LinPublished in: ICOIN (2024)
Keyphrases
- reinforcement learning
- group communication
- function approximation
- markov decision processes
- path planning
- key management
- state space
- reinforcement learning algorithms
- machine learning
- control algorithm
- optimal policy
- learning process
- robotic control
- mobile users
- communication systems
- security requirements
- temporal difference
- unmanned aerial vehicles
- security mechanisms
- security analysis
- model free
- policy search
- vision based navigation
- multi party
- lightweight
- multi agent
- learning algorithm
- adaptive control
- security issues
- learning classifier systems
- optimal control
- function approximators
- learning tasks
- key distribution
- cryptographic protocols
- transfer learning
- search and rescue
- bounded rationality
- semi honest