Using Deep Q-Learning to Prolong the Lifetime of Correlated Internet of Things Devices.
Jernej HribarAndrei MarinescuGeorge A. RopokisLuiz A. DaSilvaPublished in: ICC Workshops (2019)
Keyphrases
- mobile devices
- energy consumption
- physical world
- battery powered
- network lifetime
- residual energy
- reinforcement learning
- data gathering
- cooperative
- energy efficiency
- energy efficient
- routing algorithm
- learning algorithm
- smart phones
- wireless sensor networks
- function approximation
- cluster head
- power consumption
- multi agent
- smart objects
- sensor networks
- state space
- stochastic approximation
- multi hop
- life span
- neural network
- reinforcement learning algorithms
- routing protocol
- optimal policy
- model free
- data transmission
- mobile computing
- ubiquitous computing
- deep learning
- wireless communication
- sensor nodes
- context aware
- metadata