Learn to Select: Efficient Cross-device Federated Learning via Reinforcement Learning.
Chunlin TianZhan ShiLi LiPublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- reinforcement learning
- learning process
- efficient learning
- learning algorithm
- supervised learning
- online learning
- learning agent
- learning capabilities
- multi agent reinforcement learning
- previously learned
- interactive learning
- action selection
- learning problems
- learning tasks
- knowledge acquisition
- learning mechanism
- complex domains
- reinforcement learning methods
- prior knowledge
- imitation learning
- state abstraction
- reinforcement learning agents