Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Mobile Edge Computing.
Liang HuangXu FengLiping QianYuan WuPublished in: MLICOM (2018)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- function approximation
- game theory
- optimal resource allocation
- allocation strategies
- distributed resource allocation
- resource requirements
- resource allocation decisions
- scarce resources
- dynamic resource allocation
- multi agent
- allocation problems
- resource allocation and scheduling
- learning algorithm
- allocate resources
- resource availability
- resource consumption
- combinatorial auctions
- markov decision processes
- state space
- machine learning
- resource usage
- social welfare
- model free
- solving problems
- web services