Deep Reinforcement Learning Multi-Agent System for Resource Allocation in Industrial Internet of Things.
Julia RosenbergerMichael UrlaubFelix RauterbergTina LutzAndreas SeligMichael BührenDieter SchrammPublished in: Sensors (2022)
Keyphrases
- resource allocation
- reinforcement learning
- multi agent systems
- distributed resource allocation
- multi agent
- game theory
- resource management
- cooperative
- intelligent agents
- optimal resource allocation
- resource allocation problems
- allocation problems
- function approximation
- learning agents
- reinforcement learning algorithms
- model free
- single agent
- state space
- allocation strategies
- machine learning
- multiagent systems
- learning capabilities
- scarce resources
- temporal difference
- negotiation mechanism
- dynamic programming
- resource consumption
- resource requirements
- resource usage
- software agents
- allocate resources
- learning algorithm
- learning agent
- social welfare
- resource availability
- management system
- learning process