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GitHub topics: lyapunov-functions

StanfordASL/neural-network-lyapunov

Synthesizing neural-network Lyapunov functions (and controllers) as stability certificate.

Language: Python - Size: 112 MB - Last synced: 2 days ago - Pushed: 5 months ago - Stars: 134 - Forks: 29

Grashopr-888/Serie-des-catastrophes-Visualizing-dynamic-parameters-in-Faraday-Wave-Patterns

Final Project for Leiden University Media Technology MSc. involving an advanced processing sketch that simulates the effect of catastrophe types of Faraday Wave morphology during audiovisual playback. All code by Trent Eriksen and inspired by research from Amber van der Tuin

Language: Processing - Size: 119 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

mengyuest/nn_roa_planner

[L4DC2023] A neural network policy learning framework to stabilize hybrid systems for robots.

Language: Python - Size: 14 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

risherlock/Lyapunov

This repository contains lecture notes, solved problems, and simulation software on control systems in general.

Language: MATLAB - Size: 2.45 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 6 - Forks: 0

valvarezapa/LCD

Lyapunov Cycle Detector is a collection of algorithms destined to study the basins of attraction of rational maps (that is, the Fatou and Julia sets). In particular, the main focus of LCD is in the detection of attracting n-cycles of said rational map and in computing its basins.

Language: Julia - Size: 5.95 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 2 - Forks: 0

risherlock/Spacecraft-Dynamics-and-Control

This repository contains lecture notes on the courses "(Advance) Spacecraft Dynamics and Control" by Hanspeter Schaub.

Language: TeX - Size: 621 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 4

maxhcohen/CBFToolbox.jl

Control barrier functions (CBFs) and control Lyapunov functions (CLFs) written in Julia.

Language: Julia - Size: 2.43 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 2

ZikangXiong/MFNLC

[IROS 22'] Model-free Neural Lyapunov Control

Language: Python - Size: 121 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 6 - Forks: 1

RylanSchaeffer/MIT2.152-Nonlinear-Control

MIT Spring 2020 Mechanical Engineering 2.152 Nonlinear Control (Professor Jean-Jacques Slotine)

Language: Python - Size: 1.81 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 7 - Forks: 1

vdorobantu/lyapy

Library for simulation of nonlinear control systems, control design, and Lyapunov-based learning.

Language: Python - Size: 2.96 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 36 - Forks: 14

roscibely/lyapunov-based-nn-constriants-input

Lyapunov-based neural network control with input saturation constraints

Language: Python - Size: 17.6 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

AbhijitMahalle/lateral_control_of_autonomous_vehicle

Implementation of research paper "Lateral Control of an Autonomous Vehicle." A controller is designed to control the lateral movement of autonomous vehicles on straight and curved roads using the principle of feedforward, backstepping, and preview point.

Size: 2.4 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

EthanJamesLew/PSU_STAT672

Notes, homework and project for PSU's STAT 672 Winter 2020

Language: Jupyter Notebook - Size: 1.1 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0