Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning.
Abdulmajid MuradFrank Alexander KraemerKerstin BachGavin TaylorPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- management system
- autonomous learning
- sensor nodes
- function approximation
- energy consumption
- information systems
- decision making
- knowledge management
- markov decision processes
- big data
- information management
- shortest path
- cooperative
- learning algorithm
- data management
- energy minimization
- state space
- graph structure
- location information
- autonomous mental development
- cloud computing
- decision support
- optimal control
- model free
- reinforcement learning algorithms
- multi agent
- evolutionary learning