Adaptive Multi-objective Reinforcement Learning for Pareto Frontier Approximation: A Case Study of Resource Allocation Network in Massive MIMO.
Ruiqing ChenFanglei SunLiang ChenKai LiLiantao WuJun WangYang YangPublished in: EUSIPCO (2021)
Keyphrases
- resource allocation
- multi objective
- pareto frontier
- optimal resource allocation
- power allocation
- multi objective optimization
- reinforcement learning
- nsga ii
- multiobjective optimization
- evolutionary algorithm
- pareto set
- resource allocation problems
- optimization algorithm
- bi objective
- resource management
- network structure
- resource allocation decisions
- pareto dominance
- multiple objectives
- pareto optimal
- communication networks
- game theory
- network design
- objective function
- wireless channels
- flow network
- peer to peer
- upper bound