Pareto Upper Confidence Bounds algorithms: An empirical study.
Madalina M. DruganAnn NowéBernard ManderickPublished in: ADPRL (2014)
Keyphrases
- worst case
- learning algorithm
- optimization problems
- computationally efficient
- times faster
- image analysis
- significant improvement
- computational cost
- orders of magnitude
- upper bound
- randomized algorithms
- upper and lower bounds
- error bounds
- parameter estimation
- neural network
- lower bound
- reinforcement learning
- decision trees
- machine learning