Operator inference of non-Markovian terms for learning reduced models from partially observed state trajectories.
Wayne Isaac Tan UyBenjamin PeherstorferPublished in: CoRR (2021)
Keyphrases
- partially observed
- structured prediction
- reinforcement learning
- learning process
- prior knowledge
- online learning
- knowledge base
- accurate models
- learning algorithm
- efficient learning
- random fields
- latent variables
- learning systems
- state space
- learning tasks
- supervised learning
- hidden variables
- inductive inference
- probabilistic model
- active learning
- learned models
- bayesian networks
- machine learning
- relational dependency networks