FreyJo / differentiable_nmpcLinks
An efficient implementation of differentiable NMPC based on acados. Code to reproduce the results in our paper.
☆30Updated 3 weeks ago
Alternatives and similar repositories for differentiable_nmpc
Users that are interested in differentiable_nmpc are comparing it to the libraries listed below
Sorting:
- Model predictive path integral control in jax☆15Updated 5 months ago
- Official code repository for the work "On the Surprising Robustness of Sequential Convex Optimization for Contact-Implicit Motion Plannin…☆42Updated 4 months ago
- (RSS 2025) Flow Matching Ergodic Coverage☆48Updated 4 months ago
- Automatic Tuning for Data-driven Model Predictive Control☆46Updated 2 years ago
- Code for the paper "Deep Model Predictive Optimization"☆28Updated 2 years ago
- Implementations of QP/QCQP solvers using ADMM algorithm☆50Updated 2 years ago
- ☆60Updated 3 weeks ago
- Real-Time Multi-Contact Model Predictive Control via ADMM☆47Updated last year
- A JAX library for Sequential Convex Programming (SCP) Model Predictive Control (MPC) path planning☆37Updated last year
- ☆83Updated 2 years ago
- Imposition of Hard Convex Constraints on Neural Networks☆86Updated last year
- A generic sampling-based MPC python library based on jax☆34Updated 2 weeks ago
- Pytorch Implementation of TinyMPC☆63Updated last year
- Verifying and synthesizing compatible Control Lyapunov Function (CLF) and Control Barrier Function (CBF)☆25Updated 6 months ago
- Model predictive control in Python based on quadratic programming☆50Updated 2 weeks ago
- (T-RO, ICRA 2024) Tutorials on ergodic control and more☆48Updated 5 months ago
- High-level Python Particle Sequential Convex Programming Model Predictive Control (SCP PMPC) interface☆17Updated 2 years ago
- ☆19Updated last year
- Implements https://arxiv.org/pdf/2403.00748☆19Updated last week
- Model Predictive Parkour Control of a Monoped Hopper in Dynamically Changing Environments☆24Updated 6 months ago
- Numerical experiments for the paper: "MPCGPU: Real-Time Nonlinear Model Predictive Control through Preconditioned Conjugate Gradient on t…☆68Updated 11 months ago
- Official implementation for the paper "CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design" accepted by L4…☆135Updated last year
- Differentiable collision detection for capsules in JAX.☆51Updated 2 years ago
- ☆87Updated this week
- ☆25Updated 5 months ago
- Rule-Based Lloyd (RBL) Multi-robot motion planning and control☆18Updated 7 months ago
- A fast algorithm for finding an optimal path in a collection of safe boxes☆67Updated 9 months ago
- ☆22Updated 2 months ago
- Direct Trajectory Optimization in JAX☆25Updated last year
- Control Barrier Functions in Python and Jax☆150Updated last week