This is our final project for Probabilistic Robotics. We implemented 3 components for a complete navigation pipeline:

• Differentiable Particles Filter for localization.
• Motion Planning Networks for global path planning.
• Deep Deterministic Policy Gradient for local control.

python main.py

python MPNet_DDPG.py

run the individual module, go to the corresponding folder.

rrt* dataset
rrt dataset