Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates.
Subhojyoti MukherjeeK. P. NaveenNandan SudarsanamBalaraman RavindranPublished in: AAAI (2018)
Keyphrases
- dynamic programming
- optimal solution
- worst case
- computational cost
- experimental evaluation
- computationally efficient
- theoretical analysis
- closed form
- learning algorithm
- computational complexity
- search space
- path planning
- single pass
- globally optimal
- exhaustive search
- optimal parameters
- monte carlo
- optimization algorithm
- detection algorithm
- prediction error
- matching algorithm
- improved algorithm
- np hard
- cost function
- minimum variance
- significant improvement
- neural network
- objective function
- image segmentation
- genetic algorithm
- pruning strategy
- locally optimal
- optimality criterion
- space complexity
- operating point
- highly efficient
- recognition algorithm
- standard deviation
- times faster
- segmentation algorithm
- expectation maximization
- input data
- high accuracy
- scheduling problem
- multi objective
- video sequences