Robust modeling of unknown dynamical systems via ensemble averaged learning.
Victor ChurchillSteve MannsZhen ChenDongbin XiuPublished in: J. Comput. Phys. (2023)
Keyphrases
- dynamical systems
- learning algorithm
- predictive state representations
- nonlinear dynamical systems
- reinforcement learning
- reinforcement learning methods
- dynamic systems
- partially observable
- reinforcement learning problems
- dynamic programming
- state space
- supervised learning
- bayesian networks
- learning problems
- dynamic bayesian networks
- qualitative simulation
- connectionist networks
- neural network