Using Deep Q-learning To Prolong the Lifetime of Correlated Internet of Things Devices.
Jernej HribarAndrei MarinescuGeorge A. RopokisLuiz A. DaSilvaPublished in: CoRR (2019)
Keyphrases
- mobile devices
- energy consumption
- physical world
- cooperative
- reinforcement learning
- residual energy
- multi agent
- battery powered
- state space
- wireless sensor networks
- data gathering
- energy efficiency
- function approximation
- network lifetime
- smart objects
- stochastic approximation
- sensor networks
- virtual world
- highly correlated
- reinforcement learning algorithms
- life span
- dynamic programming
- cluster head
- base station
- key technologies
- learning algorithm
- sensor nodes
- optimal policy
- convergence rate
- deep learning
- mobile phone
- temporal difference learning
- ubiquitous computing
- mobile applications
- embedded systems
- big data