FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning.
Sofiane BouazizHadjer BenmezianeYoucef ImineLeila HamdadSmaïl NiarHamza OuarnoughiPublished in: ICCD (2023)
Keyphrases
- reinforcement learning
- learning process
- learning algorithm
- autonomous learning
- supervised learning
- rl algorithms
- model free
- reinforcement learning algorithms
- learning agents
- action selection
- learning tasks
- function approximation
- reinforcement learning methods
- multi agent
- actor critic
- learning systems
- partially observable
- state space
- function approximators
- eligibility traces
- active learning
- temporal difference learning
- optimal policy
- machine learning
- learning problems
- markov decision processes
- policy iteration
- robot control
- dynamic programming
- online learning
- hierarchical reinforcement learning