Real-Time Task Assignment Approach Leveraging Reinforcement Learning with Evolution Strategies for Long-Term Latency Minimization in Fog Computing.
Long MaiNhu-Ngoc DaoMinho ParkPublished in: Sensors (2018)
Keyphrases
- evolution strategy
- long term
- real time
- reinforcement learning
- evolutionary algorithm
- short term
- robotic control
- low latency
- evolutionary programming
- differential evolution
- learning algorithm
- function approximation
- response time
- single image
- reinforcement learning algorithms
- genetic algorithm
- state space
- particle swarm optimization algorithm
- high speed
- dynamic programming
- convergence speed
- optimization methods
- markov decision processes
- temporal difference
- optimal policy
- weather conditions
- machine learning