Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing.
Binbin HuangZhongjin LiYunqiu XuLinxuan PanShangguang WangHaiyang HuVictor ChangPublished in: Wirel. Commun. Mob. Comput. (2020)
Keyphrases
- resource allocation
- reinforcement learning
- power allocation
- resource allocation problems
- resource management
- optimal resource allocation
- resource requirements
- dynamic resource allocation
- markov decision processes
- resource allocation and scheduling
- combinatorial auctions
- function approximation
- computing environments
- allocation problems
- allocate resources
- allocation strategies
- learning capabilities
- decision problems
- optimal policy
- dynamic programming
- multi agent
- distributed resource allocation
- resource consumption
- social welfare
- grid resource
- game theory
- state space
- decision making