DReL: a middleware for wireless sensor networks management using reinforcement learning techniques.
Kunal ShahMohan KumarPublished in: MidSens (2010)
Keyphrases
- wireless sensor networks
- reinforcement learning
- information management
- energy efficient
- storage management
- management system
- sensor networks
- function approximation
- environmental monitoring
- energy consumption
- sensor nodes
- learning algorithm
- state space
- low level
- learning process
- multi hop
- information systems
- biological inspired
- application layer
- data aggregation
- seamless integration
- base station
- routing algorithm
- routing protocol
- optimal policy
- decision support
- knowledge management
- context awareness
- network management
- model free
- reinforcement learning algorithms
- distributed systems
- multi agent systems
- decision making
- neural network