A Fast and Reliable Policy Improvement Algorithm.
Yasin Abbasi-YadkoriPeter L. BartlettStephen J. WrightPublished in: AISTATS (2016)
Keyphrases
- detection algorithm
- improved algorithm
- learning algorithm
- np hard
- search space
- computational complexity
- data sets
- dynamic programming
- worst case
- significant improvement
- matching algorithm
- preprocessing
- optimal solution
- high accuracy
- objective function
- monte carlo
- times faster
- experimental evaluation
- expectation maximization
- theoretical analysis
- optimization algorithm
- tree structure
- single pass
- linear programming
- computational cost
- cost function
- k means
- machine learning
- particle swarm optimization
- multi objective
- clustering method
- similarity measure
- classification algorithm
- decision trees
- clustering algorithm
- memory requirements
- genetic algorithm