ManiSkill
Large-scale manipulation benchmark and training env with GPU parallelism and diverse tasks.
Modular MuJoCo-based robot simulation framework for composing manipulation tasks and algorithms.
robosuite is a modular MuJoCo-based framework for composing robot manipulation environments. You select robots, grippers, objects, and arenas, then attach learning algorithms. It underpins robomimic and many academic benchmarks.
Choose robosuite when you want composable tabletop manipulation with clean APIs rather than a single fixed benchmark suite.
Academic labs building custom MuJoCo manipulation tasks.
Large-scale manipulation benchmark and training env with GPU parallelism and diverse tasks.
NVIDIA robot learning framework on Isaac Sim for large-scale parallel training and sim-to-real.
Latest stable v3.0.0 ↗Content reviewed 2026-07-23
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