Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits.
Alekh AgarwalDaniel J. HsuSatyen KaleJohn LangfordLihong LiRobert E. SchapirePublished in: ICML (2014)
Keyphrases
- detection algorithm
- learning algorithm
- times faster
- improved algorithm
- objective function
- search space
- k means
- cost function
- dynamic programming
- experimental evaluation
- preprocessing
- matching algorithm
- optimization algorithm
- high accuracy
- convergence rate
- contextual information
- computationally efficient
- computational complexity
- similarity measure
- expectation maximization
- segmentation algorithm
- neural network
- image registration
- classification algorithm
- significant improvement
- path planning
- convex hull
- reinforcement learning
- single pass