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History / Review Single Checkpoint Multi Robot

Revisions

  • Add Review-Single-Checkpoint-Multi-Robot: deploy-side cross-embodiment (one frozen checkpoint, many robots) New page separating the DEPLOYMENT question (one unchanged checkpoint controls multiple physical robots at inference) from the training-data cut in Review-Cross-Embodiment. Organized by three tiers: - Tier 2 (zero-shot to unseen robot): LAP-3B (actions-as-language, first substantial zero-shot to unseen), Green-VLA, Gemini Robotics 1.5, DreamZero/DYNA-2 (WAM), Contact-Anchored Policies, One-Hand. - Tier 1 (routed seen-robot generalist): RT-X, CrossFormer, RDT-1B, UniAct, GR00T N1, pi0.5->pi0.7, Motus. - Tier 3 (contrast, needs per-robot fit): Octo, HPT, X-VLA; plus MergeVLA (merge specialists into one checkpoint). Includes a routing-mechanism taxonomy, honest limits (AnyBody, unreplicated 2026 zero-shot claims, 'single checkpoint != nothing per robot'), and a design guide. Cross-linked from Review-Cross-Embodiment, Reviews, Home. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

    @Heungwoo Heungwoo committed Aug 12, 2026