Comprehensive benchmarking of Markov chain Monte Carlo methods for dynamical systems.
Benjamin BallnusSabine HugKathrin HatzLinus GörlitzJan HasenauerFabian J. TheisPublished in: BMC Syst. Biol. (2017)
Keyphrases
- dynamical systems
- markov chain monte carlo methods
- differential equations
- qualitative simulation
- state space
- nonlinear dynamical systems
- phase space
- predictive state representations
- posterior distribution
- agent environment
- fully bayesian
- optical flow
- active learning
- partially observable markov decision processes