Pith Number

pith:IGWH5A4D

pith:2024:IGWH5A4DOXUJWPPNBWFY4MBVHF

not attested not anchored not stored refs pending

Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics

Guim Casadell\`a, Miquel Noguer i Alonso, Neil De La Fuente

arxiv:2412.20523 v1 · 2024-12-29 · cs.MA · cs.AI · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IGWH5A4DOXUJWPPNBWFY4MBVHF}

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

Dilution, Diffusion and Symbiosis in Spatial Prisoner's Dilemma with Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:55:18.280004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41ac7e838375e89b3ded0d8b8e30353942f275e72fcf34c6f6e584fc001676ad

Aliases

arxiv: 2412.20523 · arxiv_version: 2412.20523v1 · doi: 10.48550/arxiv.2412.20523 · pith_short_12: IGWH5A4DOXUJ · pith_short_16: IGWH5A4DOXUJWPPN · pith_short_8: IGWH5A4D

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/IGWH5A4DOXUJWPPNBWFY4MBVHF \
  | 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: 41ac7e838375e89b3ded0d8b8e30353942f275e72fcf34c6f6e584fc001676ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd270ba6e807a271bcbd7c5996c1958fc951bef32d46e4fcbcdaf4668bef74df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-12-29T17:15:40Z",
    "title_canon_sha256": "fb00004a162242b135e85fac4dbb6d0f9a76565223edece6facf3e7f59cfef47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20523",
    "kind": "arxiv",
    "version": 1
  }
}