Pith Number

pith:M34KZY5R

pith:2022:M34KZY5RIZKEIEPCXCBIF6APHS

not attested not anchored not stored refs pending

Melting Pot 2.0

Alexander Sasha Vezhnevets, Dean Mobbs, DJ Strouse, Edgar A. Du\'e\~nez-Guzm\'an, Igor Mordatch, Jayd Matyas, Joel Z. Leibo, John P. Agapiou, Julia Haas, Kavya Kopparapu, Michael B. Johanson, Peter Sunehag, Ramona Comanescu, Raphael K\"oster, Sukhdeep Singh, Udari Madhushani, Yiran Mao

arxiv:2211.13746 v6 · 2022-11-24 · cs.MA · cs.AI · cs.GT · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M34KZY5RIZKEIEPCXCBIF6APHS}

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

5 papers in Pith

Social-spatial dependencies for learning visual navigation

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

Learning Incentive Structures for Cooperative Resilience in Multi-Agent Systems under Social Dilemmas

Metric-Gradient Projection for Stable Multi-Agent Policy Learning

Coopetition-Gym v1: A Formally Grounded Platform for Mixed-Motive Multi-Agent Reinforcement Learning under Strategic Coopetition

Receipt and verification

First computed	2026-07-05T07:07:05.563673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66f8ace3b146544411e2b88282f80f3c93b7724c435ac14daa3e8675938b10e3

Aliases

arxiv: 2211.13746 · arxiv_version: 2211.13746v6 · doi: 10.48550/arxiv.2211.13746 · pith_short_12: M34KZY5RIZKE · pith_short_16: M34KZY5RIZKEIEPC · pith_short_8: M34KZY5R

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/M34KZY5RIZKEIEPCXCBIF6APHS \
  | 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: 66f8ace3b146544411e2b88282f80f3c93b7724c435ac14daa3e8675938b10e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "369a1decb7198298e976b8a1db80424a1b9fa423b37560a2d51db506b7b09c9e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-11-24T18:23:28Z",
    "title_canon_sha256": "6359f8eb09ac3520533bdea1a23a7f9da4af80fc3554bab51a7c7e2a4cbf76c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13746",
    "kind": "arxiv",
    "version": 6
  }
}