Multi-objective deep reinforcement learning for computation offloading in UAV-assisted multi-access edge computing.
Xu LiuZheng-Yi ChaiYa-Lun LiYan-Yang ChengYue ZengPublished in: Inf. Sci. (2023)
Keyphrases
- multi objective
- reinforcement learning
- efficiently computing
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiobjective optimization
- efficient computation
- objective function
- edge detection
- multiple objectives
- multi objective optimization problems
- genetic algorithm
- evolutionary optimization
- access control
- particle swarm optimization
- path planning
- weighted graph
- nsga ii
- function approximation
- dynamic programming
- conflicting objectives
- optimal policy
- random access
- learning classifier systems
- decision making
- state space
- unmanned aerial vehicles
- supervised learning
- reinforcement learning algorithms
- pareto optimal
- optimization problems
- edge map
- edge information
- control algorithm
- transfer learning