RJCC: Reinforcement-Learning-Based Joint Communicational-and-Computational Resource Allocation Mechanism for Smart City IoT.
Siya XuQingchuan LiuBei GongFeng QiShaoyong GuoXuesong QiuChao YangPublished in: IEEE Internet Things J. (2020)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- smart city
- resource allocation problems
- allocation problems
- resource management
- strategy proof
- service integration
- scarce resources
- state space
- resource allocation decisions
- management system
- allocate resources
- resource requirements
- smart cities
- learning process
- allocation strategies
- resource availability
- learning algorithm
- distributed resource allocation
- resource allocation and scheduling
- resource usage
- model free
- multi agent
- social welfare
- user centered
- dynamic resource allocation
- reinforcement learning algorithms
- combinatorial auctions
- load balancing