nonlinear model predictive control with control Lyapunov functions and control barrier functions (CLF-CBF-NMPC).
The test code test.py is based on the simulation environment Robotarium (https://github.com/robotarium/robotarium_python_simulator).
Directory \rps contains a modified Robotarium environment specifically tuned for a reach-avoid task in a crowded environment.
- The yellow dubin car's objective is to reach a goal area (the rectangle) while avoiding all other blue agents running in the scene.
- This CLF-CBF-NMPC module provides a motion planning solution.
