ADFPA - A Deep Reinforcement Learning-based Flow Priority Allocation Scheme for Throughput Optimization in FANETs.
Wei Jian LauJoanne Mun-Yee LimChun Yong ChongNee Shen HoThomas Wei-Min OoiPublished in: Veh. Commun. (2023)
Keyphrases
- allocation scheme
- reinforcement learning
- bandwidth allocation
- evaluation method
- optimization algorithm
- global optimization
- optimization problems
- state space
- differentiated services
- constrained optimization
- function approximation
- genetic algorithm
- optimization method
- supervised learning
- multi agent
- random access
- temporal difference
- machine learning
- higher priority
- optimization process
- flow field
- learning problems
- combinatorial optimization
- response time
- dynamic programming
- learning algorithm