CanIEmbody

Does ACT run on SO-101?

works
T1 · upstream documentedlast verified 2026-10-24 · 1d agoLeRobot 0.6.1

Capabilities

CapabilityStateNotesEvidence
Train / fine-tuneworksev-lerobot-il-robots-train, ev-smolvla-paper-so101
Real-robot inferenceworksev-lerobot-act-doc, ev-smolvla-paper-so101
Simulation inferenceno verified evidence—
Teleop + recordworksev-lerobot-il-robots-teleop

Evidence 4 sources; the cell shows the highest tier

  1. T1 · upstream documentedofficial-docssource 2026-08-03verified 2026-10-24 (1d ago)lerobot 0.6.1

    LeRobot v0.6.1 ACT guide evaluates a trained ACT policy on the real robot with lerobot-rollout --robot.type=so101_follower.

    “lerobot-rollout \ --strategy.type=base \ --policy.path=${HF_USER}/act_policy \ --robot.type=so101_follower \”
    https://github.com/huggingface/lerobot/blob/v0.6.1/docs/source/act.mdx
  2. T1 · upstream documentedofficial-docssource 2026-08-03verified 2026-10-24 (1d ago)lerobot 0.6.1

    The v0.6.1 real-robot imitation-learning tutorial records on so101_follower and trains ACT (--policy.type=act) on the resulting so101_test dataset.

    “lerobot-train \ --dataset.repo_id=${HF_USER}/so101_test \ --policy.type=act \ --output_dir=outputs/train/act_so101_test \”
    https://github.com/huggingface/lerobot/blob/v0.6.1/docs/source/il_robots.mdx
  3. T1 · upstream documentedofficial-docssource 2026-08-03verified 2026-10-24 (1d ago)lerobot 0.6.1

    The v0.6.1 imitation-learning tutorial teleoperates and records datasets with an SO101 leader/follower pair.

    “In this example, we’ll demonstrate how to teleoperate the SO101 robot.”
    https://github.com/huggingface/lerobot/blob/v0.6.1/docs/source/il_robots.mdx
  4. T1 · upstream documentedpapersource 2025-06-02verified 2026-10-24 (1d ago)

    SmolVLA paper, Table 4: real-world SO101 Pick-Place-Lego benchmark, ACT vs SmolVLA, in- and out-of-distribution.

    “Similarly, on SO101 (see Table 4), SmolVLA surpasses ACT in both in-distribution and out-of-distribution (OOD) settings.”
    https://arxiv.org/html/2506.01844v1

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ACT on SO-101: works

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History

  1. 2026-10-25 fecccd1 Initial release: robot policy compatibility matrix · Danilo Znamerovszkij