Deep Reinforcement Learning-Based Topology Optimization for Self-Organized Wireless Sensor Networks.
Xiangyue MengHazer InaltekinBrian S. KrongoldPublished in: CoRR (2019)
Keyphrases
- wireless sensor networks
- reinforcement learning
- topology control
- sensor networks
- optimization problems
- energy efficient
- small world
- biological inspired
- optimization algorithm
- energy consumption
- function approximation
- environmental monitoring
- data aggregation
- multi hop
- reinforcement learning algorithms
- optimization process
- machine learning
- routing algorithm
- global optimization
- learning algorithm
- optimization model
- model free
- optimization method
- markov decision processes
- topology preserving
- data gathering
- evolutionary algorithm
- robotic control
- genetic algorithm