Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT.
Peiying ZhangChao WangChunxiao JiangZhu HanPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- data management
- learning algorithm
- reinforcement learning algorithms
- database management systems
- database systems
- function approximation
- database
- scientific data
- machine learning
- data integration
- data warehousing
- machine learning algorithms
- markov decision processes
- digital libraries
- mobile computing
- transfer learning
- learning problems
- databases
- supervised learning
- state space
- learning process
- multi agent
- optimal policy
- training examples
- rl algorithms
- temporal difference
- query processing
- training data
- fitted q iteration
- model free
- learning scheme
- learning rate
- learning models
- active learning
- data warehouse
- generalization ability
- neural network
- generalization error
- optimal control
- evaluation function
- action selection
- deep learning
- learning tasks