Pith Number

pith:CDJS537S

pith:2024:CDJS537SCOCBRT3LDDRPD3REYO

not attested not anchored not stored refs pending

A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process

Dennis Wong, Huijie Li, Xiaochen Yuan, Yan Ma, Yide Yu, Yue Liu

arxiv:2412.14614 v1 · 2024-12-19 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDJS537SCOCBRT3LDDRPD3REYO}

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	2026-07-05T09:51:50.286685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10d32eeff2138418cf6b18e2f1ee24c38daf2ded40ff54522bb30b80e3bcadf7

Aliases

arxiv: 2412.14614 · arxiv_version: 2412.14614v1 · doi: 10.48550/arxiv.2412.14614 · pith_short_12: CDJS537SCOCB · pith_short_16: CDJS537SCOCBRT3L · pith_short_8: CDJS537S

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/CDJS537SCOCBRT3LDDRPD3REYO \
  | 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: 10d32eeff2138418cf6b18e2f1ee24c38daf2ded40ff54522bb30b80e3bcadf7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96dda47b28724fb0c40325969deb05d3fdabfdc72f24fa7a9151e96f298f543f",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-12-19T08:04:22Z",
    "title_canon_sha256": "df69a82212a0c762f2dfe1fe44ff9f738dbd12c943438361661ffea0b29fe28b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14614",
    "kind": "arxiv",
    "version": 1
  }
}