Pith Number

pith:VAMX25I3

pith:2021:VAMX25I36XMTF3O3JMIDW46Y2F

not attested not anchored not stored refs pending

A Survey on Interpretable Reinforcement Learning

Claire Glanois, Dong Li, Jianye Hao, Matthieu Zimmer, Paul Weng, Tianpei Yang, Wulong Liu

arxiv:2112.13112 v2 · 2021-12-24 · cs.LG · 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{VAMX25I36XMTF3O3JMIDW46Y2F}

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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

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces

Receipt and verification

First computed	2026-07-05T03:59:43.468562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8197d751bf5d932eddb4b103b73d8d16523f9768a531e6f5056517366947930

Aliases

arxiv: 2112.13112 · arxiv_version: 2112.13112v2 · doi: 10.48550/arxiv.2112.13112 · pith_short_12: VAMX25I36XMT · pith_short_16: VAMX25I36XMTF3O3 · pith_short_8: VAMX25I3

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/VAMX25I36XMTF3O3JMIDW46Y2F \
  | 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: a8197d751bf5d932eddb4b103b73d8d16523f9768a531e6f5056517366947930

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bca73cae3aeb3e66ba9825f03c978e2a2b569770bae0af0b17dbb3a3a691fa19",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-24T17:26:57Z",
    "title_canon_sha256": "a95ba0419d9c56e3326ba10781d635a37573fcd0f1edeb44ded9dd3fa6ff9dba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.13112",
    "kind": "arxiv",
    "version": 2
  }
}