Algebraic Dynamical Systems in Machine Learning.
Iolo JonesJerry SwanJeffrey GiansiracusaPublished in: CoRR (2023)
Keyphrases
- dynamical systems
- machine learning
- differential equations
- control theory
- dynamic systems
- nonlinear dynamical systems
- state space
- linear systems
- difference equations
- phase space
- partially observable
- agent environment
- machine learning algorithms
- supervised learning
- qualitative simulation
- predictive state representations
- learning algorithm
- text mining
- learning problems
- learning tasks
- optimal policy
- markov chain
- reinforcement learning