Pith Number

pith:JV7PLT65

pith:2019:JV7PLT65FZOHT2L77Z7V3AXHUS

not attested not anchored not stored refs pending

Emergent Tool Use From Multi-Agent Autocurricula

Bob McGrew, Bowen Baker, Glenn Powell, Igor Mordatch, Ingmar Kanitscheider, Todor Markov, Yi Wu

arxiv:1909.07528 v2 · 2019-09-17 · cs.LG · cs.AI · 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{JV7PLT65FZOHT2L77Z7V3AXHUS}

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

Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

NePPO: Near-Potential Policy Optimization for General-Sum Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T00:39:38.449989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d7ef5cfdd2e5c79e97ffe7f5d82e7a4bf35d277a5601c46bb3a07b2c63428ad

Aliases

arxiv: 1909.07528 · arxiv_version: 1909.07528v2 · doi: 10.48550/arxiv.1909.07528 · pith_short_12: JV7PLT65FZOH · pith_short_16: JV7PLT65FZOHT2L7 · pith_short_8: JV7PLT65

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/JV7PLT65FZOHT2L77Z7V3AXHUS \
  | 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: 4d7ef5cfdd2e5c79e97ffe7f5d82e7a4bf35d277a5601c46bb3a07b2c63428ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04374540de49ca025187c270eb724e6a7092fdef6653745798d748e1364ee279",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-17T00:17:02Z",
    "title_canon_sha256": "84aced5e1ff82a06e33e2431ca9820df4615b600c6902b1291687c59e5955f52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.07528",
    "kind": "arxiv",
    "version": 2
  }
}