Matlab Code base for T-RO 20 paper on robust Control Barrier Functions (CBFs) with Gaussian Process Regression for estimating the disturbance on the dynamical system.
☆19Nov 9, 2021Updated 4 years ago
Alternatives and similar repositories for robustCBFs-GP
Users that are interested in robustCBFs-GP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A learning-based scheme to capture external force/torque caused by payload of tethered-UAV system☆21May 27, 2025Updated last year
- ☆49Oct 19, 2022Updated 3 years ago
- Trajectory optimization for a missile model using Flexible Final Time Constrained Differential Dynamic Programming (FFT-CDDP).☆10Apr 2, 2022Updated 4 years ago
- ☆16Aug 26, 2025Updated last year
- Toolkit for learning controllers based on robust control Lyapunov barrier functions☆201Jul 10, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Driver software for the Franka robots.☆15Nov 5, 2025Updated 10 months ago
- Achieves path following of an autonomous surface vessel (ASV) with a Deep Q-Network (DQN) agent. This code uses reinforcement learning to…☆14Jan 28, 2025Updated last year
- Safety-critical control for autonomous systems☆17Aug 10, 2023Updated 3 years ago
- A path following simulation for autonomous surface vehicle on Matlab/Simulink☆32Apr 16, 2023Updated 3 years ago
- Supplemental code for "Auto-Generation of Mission-Oriented Robot Controllers Using Bayesian-Based Koopman Operator"☆15Oct 10, 2023Updated 2 years ago
- Synthesis of control barrier functions with SOS☆15Sep 9, 2023Updated 3 years ago
- ☆17Jun 9, 2026Updated 3 months ago
- Code for "Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter"☆23May 24, 2023Updated 3 years ago
- Relevant codes of the paper ``Adaptive Parameterized Model Predictive Control Based on Reinforcement Learning: A Synthesis Framework"☆16Mar 4, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Python package to make implementing control barrier functions (CBFs) and control Lyapunov functions (CLFs) simple.☆20May 13, 2024Updated 2 years ago
- Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR☆20Sep 20, 2025Updated last year
- Lagrangian Inspired Polynomial Kernel for Robot Inverse Dynamics Learning☆20Jun 28, 2024Updated 2 years ago
- ☆51Mar 3, 2024Updated 2 years ago
- ☆24Jun 2, 2022Updated 4 years ago
- Learning Lyapunov functions and control policies of nonlinear dynamical systems☆144May 3, 2021Updated 5 years ago
- ☆25Oct 12, 2022Updated 3 years ago
- the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neur…☆21Jul 22, 2023Updated 3 years ago
- Code for "Learning Control-Oriented Dynamical Structure from Data" by Spencer M. Richards, Jean-Jacques Slotine, Navid Azizan, and Marco …☆22Oct 23, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Matlab class/functions to simulate a system implementing a control Lyapunov-control barrier function quadratic program controller.☆51Oct 3, 2023Updated 2 years ago
- Vector Field-based Collision Avoidance for Moving Obstacles with Time-Varying Shape☆29Dec 2, 2022Updated 3 years ago
- ☆13Jun 17, 2023Updated 3 years ago
- [NeurIPS 2023] Neural Lyapunov Control for Discrete-Time Systems☆17Jul 29, 2024Updated 2 years ago
- This repository contains classwork and practice examples based on Model Predictive Control. Robust and Stochastic control methods applied…☆61Jul 20, 2022Updated 4 years ago
- ☆23Oct 19, 2022Updated 3 years ago
- Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.☆34Nov 24, 2025Updated 9 months ago
- Code needed to reproduce the examples found in "Learning Control Barrier Functions from Expert Demonstrations," by A. Robey, H. Hu, L. Li…☆74Aug 13, 2023Updated 3 years ago
- Learning Certified Control Using Contraction Metric (CoRL 2020)☆35Dec 12, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Dependency-free C++11 & Python SDK for low-level motion control of LimX robots — cross-platform (Linux x86_64/aarch64, Windows), integrat…☆17Sep 9, 2026Updated 2 weeks ago
- Z. Sun, Q. Wang, J. Pan and Y. Xia, "Data-Driven MPC for Linear Systems using Reinforcement Learning," 2021 China Automation Congress (CA…☆25Jan 25, 2024Updated 2 years ago
- Robust model predictive control of discrete-time time-delay systems using System Level Synthesis (linear time-varying state feedback cont…☆14Sep 29, 2022Updated 3 years ago
- Repository for the course "Model Predictive Control" - SSY281 at Chalmers University of Technology☆15Nov 10, 2019Updated 6 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆10Mar 14, 2023Updated 3 years ago
- Matlab Interface for Control Barrier Function (CBF) and Control Lyapunov Function (CLF) based control methods.☆382Jun 30, 2024Updated 2 years ago
- ☆10May 14, 2023Updated 3 years ago