Time-Constrained Task Allocation and Worker Routing in Mobile Crowd-Sensing Using a Decomposition Technique and Deep Q-Learning.
Shathee AkterThi-Nga DaoSeokhoon YoonPublished in: IEEE Access (2021)
Keyphrases
- machine learning
- reinforcement learning
- learning algorithm
- sensor networks
- routing protocol
- mobile devices
- mobile phone
- mobile wireless
- cooperative
- multi agent
- multi agent systems
- state space
- mobile learning
- mobile nodes
- mobile ad hoc networks
- packet transmission
- function approximation
- routing algorithm
- network topology
- routing problem
- single agent
- optimal policy
- coalition formation
- mobile environments
- real time
- computing environments
- crowd sourced
- assembly line
- multiagent systems
- action selection
- mobile networks
- mobile computing
- mobile users
- ad hoc networks
- autonomous agents
- decomposition method
- wireless link
- cooperative agents
- smart phones