Deep Reinforcement Learning for AoI Minimization in UAV-Aided Data Collection for WSN and IoT Applications: A Survey.
Oluwatosin Ahmed AmoduChedia JarrayRaja Azlina Raja MahmoodHuda AlthumaliUmar Ali BukarRosdiadee NordinNor Fadzilah AbdullahNguyen Cong LuongPublished in: IEEE Access (2024)
Keyphrases
- data collection
- wireless sensor networks
- reinforcement learning
- sensor networks
- sensor nodes
- key management
- mobile computing
- energy consumption
- function approximation
- energy efficient
- data analysis
- reinforcement learning algorithms
- collecting data
- data aggregation
- resource constrained
- location information
- objective function
- management system
- routing protocol
- optimal policy
- model free
- learning algorithm
- deep learning
- path planning
- transfer learning
- supervised learning
- state space
- neural network
- multi agent
- vision based navigation
- markov decision processes
- data transmission
- regularization term
- unmanned aerial vehicles
- dynamic programming
- multi agent systems
- machine learning
- mission planning
- policy search
- body sensor networks
- action selection
- optimal control
- ubiquitous computing
- wireless communication
- big data
- learning process