Criticality-based Varying Step-number Algorithm for Reinforcement Learning.
Yitzhak SpielbergAmos AzariaPublished in: Int. J. Artif. Intell. Tools (2021)
Keyphrases
- reinforcement learning
- computational complexity
- objective function
- computational effort
- learning algorithm
- model free
- theoretical analysis
- space complexity
- detection algorithm
- experimental evaluation
- dynamic programming
- np hard
- computational cost
- optimal solution
- execution times
- preprocessing
- improved algorithm
- recognition algorithm
- memory requirements
- times faster
- matching algorithm
- monte carlo
- search space
- segmentation algorithm
- machine learning
- worst case
- probabilistic model
- frequent patterns
- markov decision processes
- optimization algorithm
- convergence rate
- association rules
- input data