Avoiding Model Estimation in Robust Markov Decision Processes with a Generative Model.
Wenhao YangHan WangTadashi KozunoScott M. JordanZhihua ZhangPublished in: CoRR (2023)
Keyphrases
- generative model
- markov decision processes
- probabilistic model
- bayesian framework
- em algorithm
- prior knowledge
- objective function
- probability distribution
- state space
- parameter estimation
- markov decision process
- finite state
- generative and discriminative models
- machine learning
- discriminative models
- latent dirichlet allocation
- topic models
- bayesian networks