A Reinforcement Learning Approach for Re-allocating Drone Swarm Services.
Balsam AlkouzAthman BouguettayaPublished in: ICSOC (2021)
Keyphrases
- reinforcement learning
- web services
- service oriented
- service composition
- service providers
- machine learning
- resource allocation
- service discovery
- information services
- context aware
- location aware
- ubiquitous computing
- swarm intelligence
- optimal policy
- state space
- service delivery
- robotic control
- particle swarm optimization
- mobile applications
- function approximation
- optimal control
- cooperative
- mobile services
- swarm robots
- reinforcement learning algorithms
- action selection
- model free
- location information
- evaluation function
- learning problems
- dynamic programming
- learning process
- learning algorithm