PAC-MDP learning with knowledge-based admissible models.
Marek GrzesDaniel KudenkoPublished in: AAMAS (2010)
Keyphrases
- reinforcement learning
- learning systems
- accurate models
- learning algorithm
- learning process
- prior knowledge
- learned models
- supervised learning
- linear program
- structured prediction
- qualitative models
- knowledge acquisition
- online learning
- bayesian networks
- learning tasks
- learning problems
- concept learning
- hidden variables
- linear programming
- neural network
- sample size
- decision theoretic
- dynamic bayesian networks
- pac learning
- state space
- dynamic programming
- expert systems