Pith Number

pith:MOT5O3GY

pith:2025:MOT5O3GYNVYTK4RCHWH7U5SK65

not attested not anchored not stored refs pending

Learn as Individuals, Evolve as a Team: Multi-agent LLMs Adaptation in Embodied Environments

Chenjia Bai, Jiakun Zheng, Jun Zhang, Ting Xiao, Xinran Li, Zijian Li

arxiv:2506.07232 v1 · 2025-06-08 · cs.MA · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MOT5O3GYNVYTK4RCHWH7U5SK65}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Cited by

1 paper in Pith

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning

Receipt and verification

First computed	2026-07-05T11:18:03.996223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63a7d76cd86d713572223d8ffa764af765e939ac4cccfca49c13f60bf713823f

Aliases

arxiv: 2506.07232 · arxiv_version: 2506.07232v1 · doi: 10.48550/arxiv.2506.07232 · pith_short_12: MOT5O3GYNVYT · pith_short_16: MOT5O3GYNVYTK4RC · pith_short_8: MOT5O3GY

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MOT5O3GYNVYTK4RCHWH7U5SK65 \
  | 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: 63a7d76cd86d713572223d8ffa764af765e939ac4cccfca49c13f60bf713823f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5fa83584770e8c54b531cc8286a81bb77e79894977b4ecfd95e5675098b157c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-06-08T17:32:03Z",
    "title_canon_sha256": "b39fcc5e1cc83fc4369725d3f34d87afc9c21be111ee80798803a48aecd778f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07232",
    "kind": "arxiv",
    "version": 1
  }
}