A Self-Adaptive Reinforcement-Exploration Q-Learning Algorithm.
Lieping ZhangLiu TangShenglan ZhangZhengzhong WangXianhao ShenZuqiong ZhangPublished in: Symmetry (2021)
Keyphrases
- learning algorithm
- reinforcement learning
- electric load
- exploration strategy
- fitted q iteration
- active learning
- training data
- machine learning
- action selection
- learning scheme
- training examples
- case study
- machine learning algorithms
- generalization ability
- control parameters
- rbf network
- active exploration
- fuzzy pid control
- classification algorithm
- reinforcement learning algorithms
- sample complexity
- generalization error
- learning models
- database
- back propagation
- labeled data
- bayesian networks
- decision trees
- neural network
- data sets