Pith Number

pith:RPS5YBUF

pith:2024:RPS5YBUFZXPKXBM7Z5OZU45EBV

not attested not anchored not stored refs pending

Learning to Cooperate with Humans using Generative Agents

Abhishek Gupta, Daphne Chen, Natasha Jaques, Simon S. Du, Yancheng Liang

arxiv:2411.13934 v1 · 2024-11-21 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RPS5YBUFZXPKXBM7Z5OZU45EBV}

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

Partner Modelling Emerges in Recurrent Agents (But Only When It Matters)

Receipt and verification

First computed	2026-07-05T09:38:39.128569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8be5dc0685cddeab859fcf5d9a73a40d4b36e3662edcf9096a2a3c692fe74b8a

Aliases

arxiv: 2411.13934 · arxiv_version: 2411.13934v1 · doi: 10.48550/arxiv.2411.13934 · pith_short_12: RPS5YBUFZXPK · pith_short_16: RPS5YBUFZXPKXBM7 · pith_short_8: RPS5YBUF

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/RPS5YBUFZXPKXBM7Z5OZU45EBV \
  | 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: 8be5dc0685cddeab859fcf5d9a73a40d4b36e3662edcf9096a2a3c692fe74b8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e96adaf3e7afc47224b03e408c61785e19bd066ff52d1704c14351ce77f80e12",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-21T08:36:17Z",
    "title_canon_sha256": "8a76023455d8820832e47475ee37591f00c4401f5bc2fff09ed225d4d68ee12d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13934",
    "kind": "arxiv",
    "version": 1
  }
}