Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-Agent Deep Reinforcement Learning Approach.
Abegaz Mohammed SeidAiman ErbadHayla Nahom AbishuAbdullatif AlbaseerMohamed M. AbdallahMohsen GuizaniPublished in: IEEE Trans. Cogn. Commun. Netw. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- multi agent
- resource management
- resource allocation problems
- optimal resource allocation
- allocation problems
- function approximation
- cooperative
- resource requirements
- negotiation mechanism
- single agent
- resource usage
- allocate resources
- multi agent systems
- scarce resources
- resource allocation decisions
- learning algorithm
- distributed resource allocation
- markov decision processes
- path planning
- multiagent systems
- learning capabilities
- combinatorial auctions
- game theory
- software agents
- decentralized decision making
- state space
- grid environment
- social welfare
- reinforcement learning algorithms
- coalition formation
- job scheduling
- resource availability
- dynamic resource allocation