On Constraints in First-Order Optimization: A View from Non-Smooth Dynamical Systems.
Michael MuehlebachMichael I. JordanPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- constrained optimization
- dynamic systems
- nonlinear dynamical systems
- differential equations
- dynamical behavior
- qualitative simulation
- nonlinear dynamics
- linear systems
- state space
- phase space
- control theory
- partially observable
- first order logic
- predictive state representations
- dynamical models
- agent environment
- discrete dynamical systems
- partially observable markov decision processes
- sufficient conditions
- cost function
- qualitative differential equations