Deep Reinforcement Learning-based Task Offloading and Resource Allocation in MEC-enabled Wireless Networks.
Seble Birhanu EngidayehuTahira MahboobMin Young ChungPublished in: APCC (2022)
Keyphrases
- wireless networks
- resource allocation
- reinforcement learning
- wireless communication
- resource management
- base station
- resource allocation problems
- multi hop
- optimal resource allocation
- cellular networks
- allocation strategies
- allocation problems
- ad hoc networks
- state space
- reinforcement learning algorithms
- cross layer
- multimedia services
- multi agent
- resource allocation decisions
- computational complexity
- video delivery
- scarce resources
- resource consumption
- wireless ad hoc networks
- distributed resource allocation
- wireless channels
- learning algorithm
- combinatorial auctions
- packet scheduling