FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning.
Sofiane BouazizHadjer BenmezianeYoucef ImineLeila HamdadSmaïl NiarHamza OuarnoughiPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- learning process
- autonomous learning
- learning algorithm
- action selection
- state space
- function approximation
- machine learning
- temporal difference learning
- temporal difference
- rl algorithms
- reinforcement learning methods
- reinforcement learning algorithms
- learning capabilities
- learning problems
- supervised learning
- learning agents
- multi agent
- transfer learning
- eligibility traces
- neural network
- function approximators
- adaptive control
- learning classifier systems
- optimal policy
- markov decision process
- learned knowledge
- data sources
- bayesian networks
- model free
- actor critic
- policy search
- hierarchical reinforcement learning
- td learning
- exploration exploitation tradeoff