Embodied AI Encyclopedia

Datasets · Simulators · Benchmarks

Infrastructure sets the ceiling and reproducibility.

Simulators

  • MuJoCo, Isaac Sim / Isaac Gym, Gazebo, PyBullet, SAPIEN, Genesis
  • Household scenes: AI2-THOR, Habitat, iGibson, TDW, VirtualHome

Datasets / benchmarks (selected)

  • Open X-Embodiment; ALOHA / Mobile ALOHA demonstrations
  • VLN: R2R, REVERIE, ALFRED, and related
  • Manipulation eval: RoboTwin, CALVIN, RLBench (choose by task)

Simulator selection wiki: Simulately.