Series

Sim Robotics

The "Sim Robotics" series has 6 parts — read them in order from part 1.

simulationmujocoisaac-simPart 1

Compare 3 leading simulators for robotics — physics accuracy, speed, ecosystem, and when to use each.

3/28/20269 min read

simulationmujocotutorialPart 2

Hands-on MuJoCo tutorial — installation, MJCF model creation, robot arm simulation, and visualization with Python.

3/30/202610 min read

simulationisaac-simrlPart 3

Setup Isaac Lab, train locomotion policies with 4,096 parallel environments and domain randomization on GPU.

4/1/202611 min read

simulationsim2realrlPart 4

Theory and practice of domain randomization — visual, dynamics, sensor randomization with successful case studies.

3/26/20269 min read

simulationsim2realtutorialPart 5

End-to-end guide: train policies in simulation, evaluate, apply domain randomization, deploy to real robot, and iterate.

4/2/202615 min read

simulationros2digital-twinPart 6

Industrial simulation applications — digital twins, ROS 2 + Gazebo/Isaac integration for smart manufacturing.

4/3/202610 min read