A Mean-Field Game Approach to Cloud Resource Management with Function Approximation.
Weichao MaoHaoran QiuChen WangHubertus FrankeZbigniew KalbarczykRavishankar K. IyerTamer BasarPublished in: NeurIPS (2022)
Keyphrases
- resource management
- function approximation
- reinforcement learning
- management system
- resource allocation
- temporal difference
- computing resources
- model free
- cloud computing
- game playing
- grid computing
- video games
- radial basis function
- temporal difference learning algorithms
- learning tasks
- temporal difference learning
- computer games
- function approximators
- game play
- intelligent agents
- markov random field
- quality of service
- decision trees
- java platform
- virtual machine
- cooperative
- genetic algorithm
- reinforcement learning algorithms
- temporal difference methods
- real time