Blockchain-based Dependable Task Offloading and Resource Allocation for IIoT via Multi-Agent Deep Reinforcement Learning.
Peifeng ZhangChi XuChangqing XiaXi JinPublished in: VTC Fall (2023)
Keyphrases
- resource allocation
- reinforcement learning
- multi agent
- function approximation
- resource management
- resource allocation problems
- multiagent systems
- allocation problems
- cooperative
- optimal resource allocation
- single agent
- state space
- game theory
- resource requirements
- multi agent environments
- model free
- intelligent agents
- learning algorithm
- learning agents
- allocation strategies
- reinforcement learning algorithms
- negotiation mechanism
- scarce resources
- resource allocation and scheduling
- trading agents
- temporal difference
- multi agent systems
- social welfare
- coalition formation
- dynamic resource allocation
- dynamic programming
- machine learning
- grid environment
- learning capabilities
- resource availability
- strategy proof
- resource allocation decisions
- distributed resource allocation