Optimization-driven Hierarchical Deep Reinforcement Learning for Hybrid Relaying Communications.
Yuze ZouYutong XieCanhui ZhangShimin GongDinh Thai HoangDusit NiyatoPublished in: WCNC (2020)
Keyphrases
- reinforcement learning
- optimization process
- optimization algorithm
- data driven
- global optimization
- hybrid optimization algorithm
- function approximation
- state space
- multi agent
- optimization problems
- optimal control
- discrete optimization
- reinforcement learning algorithms
- constrained optimization
- search algorithm
- optimization method
- hierarchical clustering
- optimal solution
- markov decision processes
- optimization model
- hybrid learning
- optimal policy
- learning process
- state abstraction
- genetic algorithm