Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions.
Zixin ZhongWang Chi CheungVincent Y. F. TanPublished in: CoRR (2020)
Keyphrases
- dynamic programming
- times faster
- detection algorithm
- probabilistic model
- computational complexity
- learning algorithm
- optimal solution
- monte carlo
- objective function
- improved algorithm
- theoretical analysis
- cost function
- neural network
- experimental evaluation
- stochastic approximation
- optimization algorithm
- segmentation algorithm
- computationally efficient
- k means
- preprocessing
- reinforcement learning
- computational cost
- high accuracy
- simulated annealing
- linear programming
- input data
- np hard
- multi objective
- significant improvement
- search space
- matching algorithm
- information theoretic
- search algorithm
- image segmentation