A Monte Carlo Approach to Hard Relational Learning Problems.
Alessandro SerraAttilio GiordanaPublished in: AI*IA (2001)
Keyphrases
- monte carlo
- learning problems
- relational learning
- learning tasks
- supervised learning
- machine learning algorithms
- learning algorithm
- kernel methods
- machine learning
- semi supervised learning
- markov chain
- monte carlo simulation
- reinforcement learning
- monte carlo methods
- multi task
- importance sampling
- matrix inversion
- markovian decision
- temporal difference
- variance reduction
- kernel function
- particle filter
- active learning
- training set