jainachin / bayesrace
Learning based control for autonomous racing
☆68Updated 9 months ago
Alternatives and similar repositories for bayesrace:
Users that are interested in bayesrace are comparing it to the libraries listed below
- ☆47Updated 4 years ago
- Stochastic Sequential Action Control for Continuous-Time Belief Space Planning in Julia☆15Updated 2 years ago
- ☆20Updated 11 months ago
- Learning based Model Prodictive Control for online iterative trajectory optimization for the F1/10 car☆36Updated 3 years ago
- Implementations of common F1Tenth autonomous racing algorithms with benchmark results.☆36Updated 10 months ago
- This repo collets few LMPC examples coded in Python☆82Updated 8 months ago
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆63Updated last month
- Robot Controls Course Project☆58Updated 3 years ago
- Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.☆136Updated 4 years ago
- ☆17Updated last year
- ☆32Updated 4 years ago
- ALGAMES: Game Theoretic Solver for Trajectory Optimization☆105Updated last year
- Examples shown in class and recitation from AA203: Optimal and Learning-Based Control.☆51Updated 10 months ago
- Central repo for all motion planners created for F1TENTH.☆31Updated this week
- Control strategies used Indy Autonomous Challenge from IUPUI-IITKGP-USB team☆13Updated last year
- Python implementation of mpc controller for path tracking☆74Updated 2 months ago
- F1Tenth Simulation Code: Platooning, Computer Vision, Reinforcement Learning, Path Planning☆53Updated last year
- A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation☆51Updated 3 years ago
- Get started with Reachability-based Trajectory Design for static obstacles☆62Updated 2 years ago
- Adaptive importance sampling modification to MPPI☆90Updated 11 months ago
- A simple 1d simulator for the "Neural-Lander" paper, ICRA 2019☆15Updated 2 years ago
- A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictiv…☆36Updated 2 months ago
- ☆18Updated last year
- Robust Online Motion Planning using Contraction Theory☆55Updated 6 years ago
- ☆66Updated 6 years ago
- Nonlinear MPCC for autonomous driving of F1/10 cars☆90Updated 4 years ago
- Implementation of SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction - RAL 2022☆31Updated 2 years ago
- Toolbox for Robotics Control☆63Updated 3 months ago
- Learning Model Predictive Control (LMPC) for autonomous racing in CARLA 3D environment.☆23Updated 3 years ago
- Learning Certified Control Using Contraction Metric (CoRL 2020)☆31Updated 2 years ago