Multi-objective Reinforcement Learning for Energy Harvesting Wireless Sensor Nodes.
Shaswot ShresthamaliMasaaki KondoHiroshi NakamuraPublished in: MCSoC (2021)
Keyphrases
- optimization problems
- wireless sensor nodes
- multi objective
- evolutionary algorithm
- reinforcement learning
- wireless sensor networks
- objective function
- sensor networks
- wireless communication
- sensor nodes
- multi objective optimization
- nsga ii
- resource constrained
- optimization algorithm
- multi objective optimization problems
- particle swarm optimization
- pareto optimal
- differential evolution
- machine learning
- energy consumption
- base station
- state space
- multi agent
- genetic algorithm
- reinforcement learning algorithms
- multiple objectives
- function approximation
- markov decision processes
- wireless networks
- temporal difference
- optimal policy
- conflicting objectives
- data collection
- learning algorithm
- communication networks
- sensor data
- context aware
- multi objective evolutionary