linklab-uva / deep-dynamicsLinks
Vehicle dynamics modeling with a physics-constrained neural network
☆65Updated last year
Alternatives and similar repositories for deep-dynamics
Users that are interested in deep-dynamics are comparing it to the libraries listed below
Sorting:
- ☆53Updated 5 years ago
- Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.☆160Updated 5 years ago
- Motion Control of Self-Driving Car for Trajectory Tracking☆60Updated 8 months ago
- ☆164Updated last year
- Code for the RA-L 2024 paper "Contingency Games for Multi-Agent Interactions."☆27Updated last year
- Model Predictive Contouring Controller to control a F110 car☆24Updated last year
- A toolkit for testing control and planning algorithm for car racing.☆186Updated last year
- MPC controller for linear, nonlinear, and robust linear kinematic bicycle model☆32Updated 4 years ago
- Source code of ICRA 2021 paper submission☆38Updated 5 years ago
- A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictiv…☆66Updated last year
- ☆131Updated last year
- Nonlinear MPCC for autonomous driving of F1/10 cars☆108Updated 4 years ago
- ☆12Updated 5 years ago
- Repo associated with IEEE Robotics and Automation Letters publication titled "Multi-Modal Model Predictive Control through batch non-holo…☆36Updated 3 years ago
- Models and model based control for vehicles on nonplanar surfaces.☆18Updated 10 months ago
- Iterative Linear-Quadratic Games!☆183Updated 7 months ago
- ☆25Updated 4 years ago
- Autonomous racing using ILQR and JAX.☆37Updated last year
- ☆17Updated last year
- ☆122Updated 5 years ago
- Path tracking with dynamic bicycle models☆108Updated 5 years ago
- Repository for "Safe Occlusion-aware Autonomous Driving via Game-Theoretic Active Perception" - RSS 2021☆37Updated 3 years ago
- Learning Model Predictive Control (LMPC) for autonomous racing in CARLA 3D environment.☆23Updated 4 years ago
- Path Planning package for the Autonomous System of Zurich UAS Racing.☆23Updated 3 years ago
- This repository will contain the code used for the IEEE RA-L + ICRA 2021 publication: "Where to go next: Learning a Subgoal Recommendatio…☆77Updated 4 years ago
- Bai Li, Tankut Acarman, Youmin Zhang, et al., “Optimization-based trajectory planning for autonomous parking with irregularly placed obst…☆48Updated 3 years ago
- Motion Planning for Autonomous Driving using Model Predictive Control based on CommonRoad Framework.☆63Updated 3 years ago
- Hierarchical Model Predictive Control for the F1/10 autonmous car☆24Updated 5 years ago
- Structured Deep Neural Motion Prediction of Opposing Vehicles for an Autonomous Racecar☆24Updated 8 months ago
- This repository has code of how to train a RNN that can perform overtaking in F1TENTH simulator as well as a dataset I have created☆13Updated 2 years ago