Controlling mean exit time of stochastic dynamical systems based on quasipotential and machine learning.
Yang LiShenglan YuanShengyuan XuPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- machine learning
- differential equations
- dynamic systems
- nonlinear dynamical systems
- timed petri nets
- qualitative simulation
- state space
- linear systems
- learning problems
- control theory
- dynamical behavior
- monte carlo
- phase space
- machine learning algorithms
- predictive state representations
- learning tasks
- agent environment
- linear dynamical systems
- linear quadratic
- learning algorithm
- data mining
- function approximation
- reinforcement learning
- image sequences
- complex systems
- hidden markov models