Discovering mechanisms for materials microstructure optimization via reinforcement learning of a generative model.
Rama K. VasudevanErick OrozcoSergei V. KalininPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- generative model
- reinforcement learning
- probabilistic model
- bayesian framework
- prior knowledge
- mechanical properties
- em algorithm
- discriminative learning
- latent dirichlet allocation
- posterior probability
- markov decision processes
- machine learning
- state space
- topic models
- learning algorithm
- discriminative models
- latent variables
- learning tasks
- semi supervised
- parameter estimation
- markov chain monte carlo
- supervised learning
- decision trees