Unifying Ensemble Methods for Q-learning via Social Choice Theory.
Rishav ChourasiaAdish SinglaPublished in: CoRR (2019)
Keyphrases
- ensemble methods
- social choice theory
- reinforcement learning
- prediction accuracy
- function approximation
- decision trees
- benchmark datasets
- multi agent
- machine learning methods
- base classifiers
- random forests
- ensemble learning
- learning algorithm
- random forest
- drifting concepts
- state space
- bootstrap sampling
- generalization ability
- optimal policy
- majority voting
- learning rate
- individual classifiers
- classifier ensemble
- ensemble feature selection
- machine learning
- neural network
- feature subset