Pith Number

pith:47MPOQLV

pith:2025:47MPOQLVVR52ZSWY5RYGGIHR7Y

not attested not anchored not stored refs pending

Decoding species coexistence: A reinforcement learning perspective

Chenyang Zhao, Jiqiang Zhang, Kaiwen Jiang, Li Chen, Shengfeng Deng, Weiran Cai

arxiv:2508.17599 v2 · 2025-08-25 · q-bio.PE · cond-mat.dis-nn · nlin.AO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{47MPOQLVVR52ZSWY5RYGGIHR7Y}

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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

A brief review of evolutionary game dynamics in the reinforcement learning paradigm

Receipt and verification

First computed	2026-05-21T01:04:16.094397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7d8f74175ac7baccad8ec706320f1fe2813d41c779133b8c8663a445d45facd

Aliases

arxiv: 2508.17599 · arxiv_version: 2508.17599v2 · doi: 10.48550/arxiv.2508.17599 · pith_short_12: 47MPOQLVVR52 · pith_short_16: 47MPOQLVVR52ZSWY · pith_short_8: 47MPOQLV

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/47MPOQLVVR52ZSWY5RYGGIHR7Y \
  | 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: e7d8f74175ac7baccad8ec706320f1fe2813d41c779133b8c8663a445d45facd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f20f85064017082ff2f8896e12de1ecb971766d343f7cc4785a239370027a420",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "nlin.AO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.PE",
    "submitted_at": "2025-08-25T01:54:11Z",
    "title_canon_sha256": "831d84e1fb4bfe53cb39969960aef283ca5bc22d0e7d2d4bf42f3c1202a4630e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17599",
    "kind": "arxiv",
    "version": 2
  }
}