Gradient boosting in crowd ensembles for Q-learning using weight sharing.
Daniel L. ElliottK. C. SantoshCharles W. AndersonPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- gradient boosting
- base learners
- loss function
- learning algorithm
- reinforcement learning
- ensemble methods
- function approximation
- learning scheme
- state space
- random forests
- decision trees
- ensemble learning
- learning tasks
- pairwise
- reinforcement learning algorithms
- cross validation
- generalization ability
- training process
- meta learning
- training set