sampling-based-path-planning
RRT and Pruning
RRT is a path planning algorithm based on random sampling. It can search the whole state space quickly and is widely used to the high-dimensional problems.
Pruning is a simple but efficient algorithm thought.It's intention is to avoid unnecessary search and opearation, or to clip unnecessary parts in result to gain better effect.
Batch Informed Trees
Python Implement For Batch-Informed-Trees
Additionally, this code requires the installation of several python libraries, namely:
- shapely
- numpy
- yaml
- matplotlib
- descartes