Efficient solutions to factored MDPs with imprecise transition probabilities.
Karina Valdivia DelgadoScott SannerLeliane Nunes de BarrosPublished in: Artif. Intell. (2011)
Keyphrases
- efficient solutions
- factored mdps
- transition probabilities
- markov decision problems
- markov chain
- state space
- markov models
- random walk
- markov decision processes
- context specific
- reward function
- heuristic methods
- optimal solution
- hidden variables
- higher order
- markov model
- basis functions
- link structure
- approximate dynamic programming
- reinforcement learning
- decision theoretic
- optimal policy
- stochastic processes
- graphical models