Is Value Functions Estimation with Classification Plug-and-play for Offline Reinforcement Learning?
Denis TarasovKirill BrilliantovDmitrii KharlapenkoPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- classification accuracy
- machine learning
- pattern recognition
- classification method
- classification process
- real time
- automatic classification
- support vector machine svm
- preprocessing
- pattern classification
- support vector
- training set
- classification scheme
- decision trees
- function approximation
- supervised learning
- image classification
- classification models
- density estimation
- cross validation
- feature selection
- classification algorithm
- decision rules
- machine learning algorithms
- text classification
- feature space
- mobile robot
- hidden markov models
- feature vectors