5G Multi-RAT URLLC and eMBB Dynamic Task Offloading With MEC Resource Allocation Using Distributed Deep Reinforcement Learning.
Jusik YunYunyeong GohWonsuk YooJong-Moon ChungPublished in: IEEE Internet Things J. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- dynamic resource allocation
- distributed resource allocation
- resource management
- resource sharing
- optimal resource allocation
- resource allocation and scheduling
- resource allocation problems
- multi agent
- scarce resources
- allocation problems
- allocate resources
- resource availability
- distributed systems
- grid environment
- resource requirements
- dynamic environments
- social welfare
- machine learning
- learning algorithm
- dynamic programming
- state space
- resource usage
- allocation strategies
- resource consumption
- multi source
- resource allocation decisions
- combinatorial auctions
- mobile agents