Experimental validation of a reinforcement learning based approach for a service-wise optimisation of heterogeneous wireless sensor networks.
Milos RovcaninEli De PoorterDaniel van den AkkerIngrid MoermanPiet DemeesterChris BlondiaPublished in: Wirel. Networks (2015)
Keyphrases
- reinforcement learning
- heterogeneous wireless sensor networks
- monitoring system
- function approximation
- web services
- learning algorithm
- state space
- machine learning
- service quality
- reinforcement learning algorithms
- temporal difference
- model free
- service discovery
- service providers
- smart home
- optimal control
- software engineering
- dynamic programming
- pairwise
- multi agent
- computer vision
- genetic algorithm