A Simple Optimal Algorithm for the 2-Arm Bandit Problem.
Maxime LarcherRobert MeierAngelika StegerPublished in: SOSA (2023)
Keyphrases
- dynamic programming
- optimal solution
- detection algorithm
- matching algorithm
- times faster
- learning algorithm
- high accuracy
- worst case
- classification algorithm
- theoretical analysis
- linear programming
- computational cost
- experimental evaluation
- cost function
- k means
- search space
- computational complexity
- convergence rate
- optimal parameters
- optimization algorithm
- convex hull
- space complexity
- locally optimal
- segmentation algorithm
- expectation maximization
- least squares
- probabilistic model
- significant improvement
- preprocessing
- similarity measure