A Method of Learning Implication Networks from Empirical Data: Algorithm and Monte-Carlo Simulation-Based Validation.
Jiming LiuMichel C. DesmaraisPublished in: IEEE Trans. Knowl. Data Eng. (1997)
Keyphrases
- monte carlo
- monte carlo simulation
- learning algorithm
- dynamic programming
- empirical data
- cost function
- importance sampling
- simulation study
- computational cost
- monte carlo method
- detection algorithm
- objective function
- convergence rate
- kalman filter
- temporal difference learning
- matrix inversion
- markovian decision
- learning tasks
- markov chain
- support vector machine
- em algorithm
- sampling algorithm
- computational complexity
- monte carlo methods
- markov chain monte carlo
- model free
- reinforcement learning
- temporal difference
- search space
- optimal solution
- adaptive sampling
- quasi monte carlo