# Isaac Lab Evaluation Tasks [](https://docs.isaacsim.omniverse.nvidia.com/latest/index.html) [](https://isaac-sim.github.io/IsaacLab/main/index.html) [](https://docs.python.org/3/whatsnew/3.11.html) [](https://releases.ubuntu.com/20.04/) [](https://github.com/isaac-sim/IsaacLab/actions/workflows/pre-commit.yaml) [](https://opensource.org/license/apache-2-0) ## 📝 Overview This repository introduces two new industrial manipulation tasks designed in [Isaac Lab](https://isaac-sim.github.io/IsaacLab/main/index.html), enabling simulating and evaluating manipulation policies (e.g. [Isaac GR00T N1](https://github.com/NVIDIA/Isaac-GR00T/tree/n1-release)) using a humanoid robot. The tasks are designed to simulate realistic industrial scenarios, including Nut Pouring and Exhaust Pipe Sorting. It also provides benchmarking scripts for closed-loop evaluation of manipulation policy (i.e. Isaac GR00T N1) with post-trained checkpoints. These scripts enable developers to load prebuilt Isaac Lab environments and industrial tasks—such as nut pouring and pipe sorting—and run standardized benchmarks to quantitatively assess policy performance. ## 📦 Installation For detailed installation instructions, see [Installation Guide](doc/installation.md). ## 🛠️ Evaluation Tasks Two industrial tasks have been created in [Isaac Lab](https://isaac-sim.github.io/IsaacLab/main/index.html) to simulate robotic manipulation scenarios. The environments are set up with a humanoid robot (i.e. Fourier GR1-T2) positioned in front of several industrial objects on a table. This can include multi-step bi-manual tasks such as grasping, moving, sorting, or placing the objects into specific locations. The robot is positioned upright, facing the table with both arms slightly bent and hands open. A first-person-view monocular RGB camera is mounted on its head to cover the workspace. ### Nut Pouring
The robot picks up a beaker containing metallic nuts, pours one nut into a bowl, and places the bowl on a scale.
The robot picks up the blue exhaust pipe, transfers it to the other hand, and places the pipe into the blue bin.