A Formal Framework for Speedup Learning from Problems and Solutions.
Prasad TadepalliBalas K. NatarajanPublished in: J. Artif. Intell. Res. (1996)
Keyphrases
- solving problems
- benchmark problems
- learning systems
- similar problems
- active learning
- distributed learning
- learning scheme
- orders of magnitude
- learning mechanism
- reinforcement learning
- practical solutions
- neural network
- learning frameworks
- efficient solutions
- specific problems
- dynamic bayesian networks
- statistical machine learning
- data sets
- feasible solution
- learning tasks
- np complete
- learning process
- design principles
- main contribution
- unsupervised learning
- approximate solutions
- knowledge acquisition
- optimization problems
- lower bound
- training data
- knowledge base
- learning algorithm