Pith Number

pith:YYCX3NQZ

pith:2025:YYCX3NQZJXZEHCZP7OEPNCP4DU

not attested not anchored not stored refs pending

Illuminating the Three Dogmas of Reinforcement Learning under Evolutionary Light

Mani Hamidi, Terrence W. Deacon

arxiv:2507.11482 v4 · 2025-07-15 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YYCX3NQZJXZEHCZP7OEPNCP4DU}

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.

Receipt and verification

First computed	2026-06-23T02:13:16.024359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6057db6194df2438b2ffb88f689fc1d25edebb5a1186368bf083970b11f20a4

Aliases

arxiv: 2507.11482 · arxiv_version: 2507.11482v4 · doi: 10.48550/arxiv.2507.11482 · pith_short_12: YYCX3NQZJXZE · pith_short_16: YYCX3NQZJXZEHCZP · pith_short_8: YYCX3NQZ

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/YYCX3NQZJXZEHCZP7OEPNCP4DU \
  | 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: c6057db6194df2438b2ffb88f689fc1d25edebb5a1186368bf083970b11f20a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96169203e341b8cd10da75533ee2c5c43b3b22a53792130307880771b55763a7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-15T16:53:14Z",
    "title_canon_sha256": "f0737e9a285a7958c1298271dd454248b1f78bce18cb9c676ddef4cf1e2c9e17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11482",
    "kind": "arxiv",
    "version": 4
  }
}