Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.
☆165Oct 25, 2020Updated 5 years ago
Alternatives and similar repositories for LearningMPC
Users that are interested in LearningMPC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning based Model Prodictive Control for online iterative trajectory optimization for the F1/10 car☆40Feb 23, 2022Updated 4 years ago
- ☆57Sep 21, 2020Updated 5 years ago
- Hierarchical Model Predictive Control for the F1/10 autonmous car☆24May 23, 2020Updated 5 years ago
- Learning based control for autonomous racing☆79Jun 17, 2024Updated last year
- A toolkit for testing control and planning algorithm for car racing.☆184Apr 19, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- MPC_controllr based on ROS☆10Feb 12, 2019Updated 7 years ago
- Implementation of the Learning Model Predictive Controller for autonomous racing☆322Oct 1, 2020Updated 5 years ago
- Nonlinear MPCC for autonomous driving of F1/10 cars☆111Mar 5, 2021Updated 5 years ago
- Model Predictive Contouring Controller (MPCC) for Autonomous Racing☆1,806Updated this week
- [ICRA2024] Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles☆168Jul 8, 2025Updated 9 months ago
- Autonomous racing using ILQR and JAX.☆39Jun 24, 2024Updated last year
- Implementation of Hierarchical MPC with RAID-Net☆17Jan 22, 2025Updated last year
- This repo collets few LMPC examples coded in Python☆85Jun 28, 2024Updated last year
- Discriminating kernel algorithm implementation and neural network approximation, as presented in "Safe Motion Planning for Autonomous Dri…☆32Jun 28, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Models and model based control for vehicles on nonplanar surfaces.☆18Mar 22, 2025Updated last year
- MPC with Gaussian Process☆236Jun 9, 2019Updated 6 years ago
- Implementation of the real-time MPC based on iLQR in Carla simulator☆317Sep 3, 2020Updated 5 years ago
- ☆141Aug 24, 2023Updated 2 years ago
- Sampling based GP MPC☆42Feb 12, 2026Updated 2 months ago
- ☆16Nov 13, 2022Updated 3 years ago
- 基于贝赛尔曲线的轨迹优化: 前段:Astar寻径 后端:运动走廊膨胀+Bezier☆123Dec 14, 2020Updated 5 years ago
- Real-time Neural MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms☆268Mar 15, 2025Updated last year
- Central repo for all motion planners created for F1TENTH.☆44Feb 2, 2026Updated 2 months 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.
- ☆14Sep 2, 2019Updated 6 years ago
- Differentiable Gaussian Process Motion Planning☆52Sep 1, 2021Updated 4 years ago
- Implementation of a multi-rate control architecture based on MPC and CBF☆25Feb 20, 2021Updated 5 years ago
- Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance☆341Oct 20, 2021Updated 4 years ago
- ☆12Jan 22, 2021Updated 5 years ago
- F110 Autonomous Valet Parking with Ouster LiDAR☆14Sep 15, 2020Updated 5 years ago
- Local trajectory planner based on a multilayer graph framework for autonomous race vehicles.☆266Jul 6, 2023Updated 2 years ago
- [ITSC 2024] Code for the paper "Reduce Lap Time for Autonomous Racing with Curvature-Integrated MPCC Local Trajectory Planning Method"☆19Jan 25, 2026Updated 3 months ago
- Including original ALTRO-iLQR library and my codes to add truck dynamic model and build some L4 test scenarios☆54Sep 8, 2022Updated 3 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.
- Learning Model Predictive Control (LMPC) for autonomous racing in CARLA 3D environment.☆23May 25, 2021Updated 4 years ago
- MATLAB LMPC implementation for a double integrator system☆61Apr 26, 2021Updated 5 years ago
- Generating Large Convex Polytopes Directly on Point Clouds (2D)☆59Feb 24, 2022Updated 4 years ago
- Path planning for autonomous vehicles using constrained iLQR.☆229Nov 30, 2025Updated 5 months ago
- Fast Lap controller using Model Predictive Contouring Control☆20Oct 13, 2021Updated 4 years ago
- Optimal Trajectory Generation in Frenet Frame for Motion Planning☆37Oct 1, 2021Updated 4 years ago
- The mpc_local_planner package implements a plugin to the base_local_planner of the 2D navigation stack. It provides a generic and versati…☆651Nov 29, 2022Updated 3 years ago