Code for "SINDy-RL for Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.
control dynamics ml discovery rl sindy data-driven-dynamics sparse-identification-of-nonlinear-dynamics
- Updated
- Python
#
sparse-identification-of-nonlinear-dynamics
Here are 3 public repositories matching this topic...
Building SINDy model from scratch
- Updated
- Python
Data-driven analysis of dynamical systems using SINDy for ODE reconstruction and the Koopman operator for linearizing nonlinear dynamics.
data-visualization dynamical-systems ordinary-differential-equations numerical-methods phase-portrait eigenanalysis koopman-operator-theory sparse-identification-of-nonlinear-dynamics
- Updated
- Jupyter Notebook
Improve this page
Add a description, image, and links to the sparse-identification-of-nonlinear-dynamics topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the sparse-identification-of-nonlinear-dynamics topic, visit your repo's landing page and select "manage topics."