Joint Offloading and Resource Allocation Using Deep Reinforcement Learning in Mobile Edge Computing.
Xinjie ZhangXinglin ZhangWentao YangPublished in: IEEE Trans. Netw. Sci. Eng. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- function approximation
- allocation problems
- allocation strategies
- resource allocation and scheduling
- allocate resources
- resource requirements
- game theory
- multi agent
- combinatorial auctions
- resource usage
- resource availability
- resource allocation decisions
- model free
- temporal difference
- reinforcement learning algorithms
- markov decision processes
- state space
- machine learning
- optimal policy
- power allocation