Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning.
Stefan SchneiderRamin KhaliliAdnan ManzoorHaydar QarawlusRafael SchellenbergHolger KarlArtur HeckerPublished in: IEEE Trans. Netw. Serv. Manag. (2021)
Keyphrases
- multi objective
- reinforcement learning
- multi agent reinforcement learning
- evolutionary algorithm
- multi objective optimization
- multi agent
- optimization algorithm
- genetic algorithm
- objective function
- web services
- particle swarm optimization
- function approximation
- service providers
- multiobjective optimization
- reinforcement learning algorithms
- multiple objectives
- cooperative multi agent systems
- cooperative
- service oriented
- management system
- information services
- service composition
- service discovery
- multi objective optimization problems
- multi agent systems
- optimal control
- conflicting objectives
- bi objective
- state space
- pareto optimal
- nsga ii
- loosely coupled
- virtual enterprise
- temporal difference
- model free
- multiple agents
- multiagent learning
- multi criteria