MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models.
Mahdi ImaniSeyede Fatemeh GhoreishiDouglas L. AllaireUlisses M. Braga-NetoPublished in: AAAI (2019)
Keyphrases
- state space
- response surface
- complex systems
- statistical models
- bayesian models
- bayesian inference
- structured prediction
- bayesian networks
- reinforcement learning
- inference process
- markov chain monte carlo methods
- neural network
- reinforcement learning algorithms
- state variables
- probabilistic inference
- dynamical systems
- probabilistic model
- evolutionary algorithm