Anti-jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach.
Xin LiuYuhua XuLuliang JiaQihui WuAlagan AnpalaganPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- function approximation
- communication systems
- state space
- reinforcement learning algorithms
- transfer learning
- markov decision processes
- power spectrum
- network management
- communication networks
- multi agent reinforcement learning
- relational reinforcement learning
- multi agent
- learning algorithm
- radar signal
- cognitive radio
- genetic algorithm
- deep learning
- action selection
- temporal difference
- machine learning
- policy search
- optimal control
- learning agents
- direct policy search
- model free
- learning classifier systems
- real time
- learning problems
- computer systems
- learning process
- bayesian networks
- neural network