Anti-Jamming Communications in UAV Swarms: A Reinforcement Learning Approach.
Jinlin PengZixuan ZhangQinhao WuBo ZhangPublished in: IEEE Access (2019)
Keyphrases
- reinforcement learning
- function approximation
- dynamic environments
- bio inspired
- communication systems
- particle swarm optimization
- robotic control
- state space
- model free
- cooperative
- swarm intelligence
- path planning
- vision based navigation
- temporal difference learning
- reinforcement learning algorithms
- pso algorithm
- policy search
- learning algorithm
- multi agent
- neural network
- machine learning
- unmanned aerial vehicles
- action space
- markov decision processes
- communication channels
- learning process
- supervised learning
- optimal policy
- transfer learning
- genetic algorithm
- multi agent reinforcement learning
- multiple access
- communication networks
- learning problems