Collaborative Computation Offloading and Resource Allocation in Multi-UAV-Assisted IoT Networks: A Deep Reinforcement Learning Approach.
Abegaz Mohammed SeidGordon Owusu BoatengStephen AnokyeThomas KwantwiGuolin SunGuisong LiuPublished in: IEEE Internet Things J. (2021)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- optimal resource allocation
- resource management
- resource allocation decisions
- resource availability
- management system
- allocation problems
- combinatorial auctions
- function approximation
- game theory
- resource requirements
- resource allocation and scheduling
- scarce resources
- allocation strategies
- learning algorithm
- social welfare
- bidding strategies
- markov decision processes
- path planning
- optimal policy
- state space
- distributed resource allocation
- cooperative
- trading agents
- resource usage
- unmanned aerial vehicles