Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms.
Sriram SankaranarayananYi ChouEric GoubaultSylvie PutotPublished in: NeurIPS (2020)
Keyphrases
- dynamical systems
- qualitative simulation
- dynamic systems
- linear quadratic
- differential equations
- state space
- control theory
- partially observable
- linear systems
- qualitative reasoning
- dynamical behavior
- agent environment
- markov chain
- nonlinear dynamical systems
- phase space
- nonlinear dynamics
- supervised learning
- reinforcement learning
- predictive state representations
- machine learning