Pith Number

pith:CG237IIQ

pith:2019:CG237IIQ25LOE7L6VGVEZSD7AH

not attested not anchored not stored refs pending

Learning Transferable Cooperative Behavior in Multi-Agent Teams

Akshat Agarwal, Katia Sycara, Sumit Kumar

arxiv:1906.01202 v1 · 2019-06-04 · cs.LG · cs.MA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CG237IIQ25LOE7L6VGVEZSD7AH}

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.

Receipt and verification

First computed	2026-05-17T23:44:17.557167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11b5bfa110d756e27d7ea9aa4cc87f01fdee4de9c85de9f82eceebb3791ebbb1

Aliases

arxiv: 1906.01202 · arxiv_version: 1906.01202v1 · doi: 10.48550/arxiv.1906.01202 · pith_short_12: CG237IIQ25LO · pith_short_16: CG237IIQ25LOE7L6 · pith_short_8: CG237IIQ

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/CG237IIQ25LOE7L6VGVEZSD7AH \
  | 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: 11b5bfa110d756e27d7ea9aa4cc87f01fdee4de9c85de9f82eceebb3791ebbb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74e4a652cf6b53e69471473603787f69f8dcc8e0755a34a145e877a6b4bb7b96",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-04T05:36:43Z",
    "title_canon_sha256": "71d87f4c773b3d96decab23e29371f937a550f3b9cdf41df6c5037fd2fd376d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01202",
    "kind": "arxiv",
    "version": 1
  }
}