Controlling mean exit time of stochastic dynamical systems based on quasipotential and machine learning.
Yang LiShenglan YuanShengyuan XuPublished in: Commun. Nonlinear Sci. Numer. Simul. (2023)
Keyphrases
- dynamical systems
- machine learning
- dynamic systems
- differential equations
- timed petri nets
- nonlinear dynamical systems
- state space
- phase space
- control theory
- agent environment
- qualitative simulation
- linear systems
- data mining
- linear dynamical systems
- nonlinear dynamics
- partially observable
- learning tasks
- linear quadratic
- machine learning algorithms
- stochastic processes
- learning algorithm
- stochastic models
- reinforcement learning
- dynamical models
- search space
- monte carlo
- predictive state representations