Optimizing Drone Energy Use for Emergency Communications in Disasters via Deep Reinforcement Learning.
Wen QiuXun ShaoHiroshi MasuiWilliam LiuPublished in: Future Internet (2024)
Keyphrases
- emergency management
- disaster response
- reinforcement learning
- emergency response
- natural disasters
- emergency situations
- disaster management
- decision support system
- information sharing
- internal and external
- energy minimization
- energy consumption
- risk assessment
- disaster relief
- management system
- function approximation
- decision makers
- hurricane katrina
- energy efficiency
- low energy
- temporal difference
- learning algorithm
- communication networks
- machine learning
- government agencies
- model free
- decision support
- state space
- learning process
- neural network
- decision making
- image segmentation
- minimum energy
- multi agent
- public safety
- markov decision process
- optimal control
- crisis management
- policy search
- multi agent reinforcement learning
- dynamic programming
- communication channels
- communication systems