Efficient Optimal Learning for Contextual Bandits
Miroslav DudíkDaniel J. HsuSatyen KaleNikos KarampatziakisJohn LangfordLev ReyzinTong ZhangPublished in: CoRR (2011)
Keyphrases
- learning process
- computationally efficient
- learning algorithm
- supervised learning
- learning problems
- multi armed bandits
- case study
- data structure
- online learning
- unsupervised learning
- active learning
- learning scheme
- incremental learning
- learning tasks
- cost effective
- empirical studies
- data sets
- prior knowledge
- optimal solution
- bayesian networks
- e learning
- information systems
- genetic algorithm