Green-Oriented Offloading and Resource Allocation by Reinforcement Learning in MEC.
Yingjie YangXin ChenYing ChenZhuo LiPublished in: SmartIoT (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- allocation problems
- function approximation
- game theory
- resource requirements
- state space
- optimal resource allocation
- model free
- temporal difference
- learning algorithm
- scarce resources
- distributed resource allocation
- allocation strategies
- resource availability
- resource allocation and scheduling
- trading agents
- markov decision processes
- multi agent
- bidding strategies
- grid environment
- reinforcement learning algorithms
- power allocation
- dynamic resource allocation
- dynamic programming
- resource allocation decisions
- machine learning