Offline Reinforcement Learning with Imbalanced Datasets.
Li JiangSijie ChenJielin QiuHaoran XuWai Kin ChanZhao DingPublished in: CoRR (2023)
Keyphrases
- imbalanced datasets
- reinforcement learning
- learning from imbalanced data
- cost sensitive learning
- class distribution
- class imbalance
- decision trees
- imbalanced data
- sampling methods
- state space
- ensemble methods
- training dataset
- machine learning
- learning process
- feature selection algorithms
- learning algorithm
- random sampling
- cost sensitive
- test data
- test set
- pairwise