Pith Number

pith:IHHS5GXO

pith:2021:IHHS5GXOEADWBNXA5GOP37RCWX

not attested not anchored not stored refs pending

The Neural MMO Platform for Massively Multiagent Research

Clare Zhu, Igor Mordatch, Joseph Suarez, Phillip Isola, Yilun Du

arxiv:2110.07594 v1 · 2021-10-14 · 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{IHHS5GXOEADWBNXA5GOP37RCWX}

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

Overcoming Environmental Meta-Stationarity in MARL via Adaptive Curriculum and Counterfactual Group Advantage

Receipt and verification

First computed	2026-07-05T03:22:43.610400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41cf2e9aee200760b6e0e99cfdfe22b5d71c30213ce982b1d3e7640c0383d938

Aliases

arxiv: 2110.07594 · arxiv_version: 2110.07594v1 · doi: 10.48550/arxiv.2110.07594 · pith_short_12: IHHS5GXOEADW · pith_short_16: IHHS5GXOEADWBNXA · pith_short_8: IHHS5GXO

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/IHHS5GXOEADWBNXA5GOP37RCWX \
  | 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: 41cf2e9aee200760b6e0e99cfdfe22b5d71c30213ce982b1d3e7640c0383d938

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd6df466743f0e34d7d83f1ac984b2803eac3cade5eac73e4775d0aa9889b407",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-14T17:54:49Z",
    "title_canon_sha256": "cfa85cdb6f3c546156546d86e0415f494918561f8be67f30fc072b48a42da022"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.07594",
    "kind": "arxiv",
    "version": 1
  }
}