The Binary Bridge Selection Problem: Stochastic Approximations and the Convergence of a Learning Algorithm.
Armand M. MakowskiPublished in: ANTS Conference (2008)
Keyphrases
- learning algorithm
- stochastic approximation
- boltzmann machines
- learning rate
- convergence rate
- convergence speed
- training data
- reinforcement learning
- active learning
- monte carlo
- machine learning algorithms
- learning tasks
- training samples
- training examples
- dynamic programming
- reliability assessment
- stochastic model
- rbf network
- machine learning
- closed form
- back propagation
- labeled data
- generalization ability
- rough sets
- learning problems
- learning scheme
- non binary
- membership queries
- iterative algorithms
- supervised learning
- stage stochastic programs