A Reinforcement Learning Approach to Online Learning of Decision Trees.
Abhinav GarlapatiAditi RaghunathanVaishnavh NagarajanBalaraman RavindranPublished in: CoRR (2015)
Keyphrases
- online learning
- decision trees
- reinforcement learning
- function approximation
- decision tree induction
- machine learning
- online course
- e learning
- markov decision processes
- reinforcement learning algorithms
- distance education
- learning algorithm
- higher education
- computer mediated
- predictive accuracy
- blended learning
- model free
- naive bayes
- optimal policy
- machine learning algorithms
- transfer learning
- decision tree learning
- active learning
- multi agent
- data mining methods
- online learning environments
- classification trees
- online algorithms
- decision rules
- rule induction
- reinforcement learning methods
- classification rules
- state space
- robotic control
- boosted decision trees
- feature space
- training data
- multivariate decision trees
- data sets
- feature construction
- temporal difference
- action selection
- random forest
- learning process
- training set
- data mining