Project Ogre Part 5: Autonomous Navigation with Nav2
November 30, 2025
Bringing it all together - autonomous waypoint navigation using ROS2 Nav2 with SLAM maps and RL-trained velocity control.
5 posts found.
Bringing it all together - autonomous waypoint navigation using ROS2 Nav2 with SLAM maps and RL-trained velocity control.
Using reinforcement learning in NVIDIA Isaac Lab to train a neural network policy for optimal mecanum wheel velocity control.
Using slam_toolbox to build occupancy grid maps for autonomous navigation on a mecanum drive robot.
Creating an accurate digital twin of the mecanum drive robot in NVIDIA Isaac Sim for simulation-first development and testing.
Building a 4-wheel mecanum drive robot from scratch with NVIDIA Jetson Orin Nano, RPLIDAR, and RealSense depth camera for autonomous navigation.