Towards Cognitive Routing based on Deep Reinforcement Learning.
Jiawei WuJianxue LiYang XiaoJun LiuPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- function approximation
- state space
- ad hoc networks
- routing problem
- routing algorithm
- autonomous learning
- learning process
- learning algorithm
- routing protocol
- wireless ad hoc networks
- information processing
- markov decision processes
- reinforcement learning algorithms
- network layer
- decision making
- inter domain
- temporal difference
- model free
- robotic control
- cognitive processes
- network topology
- end to end
- mental models
- supervised learning
- deep learning
- neural network
- artificial intelligence
- traffic load
- multi agent
- cognitive systems
- reinforcement learning methods
- computational intelligence
- working memory
- individual differences
- action selection
- learning classifier systems