MPRdeep: Multi-Objective Joint Optimal Node Positioning and Resource Allocation for FANETs with Deep Reinforcement learning.
Qi WangJianmin LiuCunzhuang LiuJianhui HuangChentao HeYongjun XuPublished in: LCN (2021)
Keyphrases
- resource allocation
- multi objective
- reinforcement learning
- power allocation
- optimal resource allocation
- resource allocation problems
- pareto optimal
- multi objective optimization
- resource management
- evolutionary algorithm
- dynamic programming
- scarce resources
- allocation problems
- allocation strategies
- worst case
- game theory
- genetic algorithm
- resource requirements
- optimal solution
- objective function
- resource allocation and scheduling
- distributed resource allocation
- resource allocation decisions
- dynamic resource allocation
- resource availability
- optimal path
- multiple objectives
- allocate resources
- social welfare
- grid environment
- nsga ii
- learning process