Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach.
Yining WangMingzhe ChenTao LuoWalid SaadDusit NiyatoH. Vincent PoorShuguang CuiPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization process
- machine learning
- global optimization
- domain specific
- optimization problems
- function approximation
- state space
- dynamic programming
- natural language
- semantic knowledge
- semantic annotation
- semantic representation
- autonomous mental development
- reinforcement learning algorithms
- temporal difference
- optimization model
- semantic description
- data sets
- semantic network
- low level features
- convergence rate
- optimization method
- transfer learning
- high level
- learning algorithm
- neural network