Pith. sign in
Pith Number

pith:VFDFWX3A

pith:2026:VFDFWX3AFYIVQJCBEN2BRGF2OX
not attested not anchored not stored refs pending

One Hand Watches The Other: Dynamic Multi-Agent Cooperation for Sample-Efficient Bimanual Manipulation in Dynamic Environments

Abhinav Valada, Jan Ole von Hartz, Joschka Boedecker

arxiv:2607.22119 v1 · 2026-07-24 · cs.RO · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VFDFWX3AFYIVQJCBEN2BRGF2OX}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-27T01:20:49.145208Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a9465b5f602e1158244123741898ba75e5aebeba9d556b402ec2ed72c76e11b9

Aliases

arxiv: 2607.22119 · arxiv_version: 2607.22119v1 · doi: 10.48550/arxiv.2607.22119 · pith_short_12: VFDFWX3AFYIV · pith_short_16: VFDFWX3AFYIVQJCB · pith_short_8: VFDFWX3A
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VFDFWX3AFYIVQJCBEN2BRGF2OX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a9465b5f602e1158244123741898ba75e5aebeba9d556b402ec2ed72c76e11b9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "814b33d5603d3c8c27fa32879fd2afe029ae219307d2f01d0fd3d30b8a9697e9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-07-24T09:14:07Z",
    "title_canon_sha256": "ee8deefe390d14f8889360d066ba894717282b421135303cc4379f9a018745e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22119",
    "kind": "arxiv",
    "version": 1
  }
}