Exponential Family Model-Based Reinforcement Learning via Score Matching.
Gene LiJunbo LiNathan SrebroZhaoran WangZhuoran YangPublished in: CoRR (2021)
Keyphrases
- exponential family
- model based reinforcement learning
- log likelihood
- maximum likelihood
- density estimation
- graphical models
- markov decision processes
- closed form
- statistical models
- mixture model
- scoring function
- missing values
- data mining
- hidden variables
- least squares
- structure learning
- pairwise
- learning algorithm
- machine learning