Pith Number

pith:WU7E66XR

pith:2026:WU7E66XRWMAUIKJHM4BHYZIS4F

not attested not anchored not stored refs pending

Unraveling the Hidden Dynamical Structure in Recurrent Neural Policies

Hao He, Jin Li, Mengsha Huang, Xianyuan Zhan, Yue Wu, Yuhao Sun

arxiv:2602.01196 v2 · 2026-02-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WU7E66XRWMAUIKJHM4BHYZIS4F}

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	2026-06-05T01:14:34.122641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b53e4f7af1b30144292767027c6512e146734c0c57507a9ed622b0096820e834

Aliases

arxiv: 2602.01196 · arxiv_version: 2602.01196v2 · doi: 10.48550/arxiv.2602.01196 · pith_short_12: WU7E66XRWMAU · pith_short_16: WU7E66XRWMAUIKJH · pith_short_8: WU7E66XR

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/WU7E66XRWMAUIKJHM4BHYZIS4F \
  | 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: b53e4f7af1b30144292767027c6512e146734c0c57507a9ed622b0096820e834

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2220e3cc327a367ac3610e1a63171d9e6196d4a64512b2cc793cc40d85c0d3a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-01T12:37:42Z",
    "title_canon_sha256": "02611cadfa2d641da3bbe2c2c7aa7e687916e41620a5cd84185ad976134793c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.01196",
    "kind": "arxiv",
    "version": 2
  }
}