Pith Number

pith:I7QRZ5V6

pith:2025:I7QRZ5V65FDLYD2YUX2JGFNHTP

not attested not anchored not stored refs pending

Anomalous Decision Discovery using Inverse Reinforcement Learning

Abolfazl Razi, Ashish Bastola, Jonathon Smereka, Long Cheng, Mert D. Pes\'e

arxiv:2507.04464 v1 · 2025-07-06 · 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{I7QRZ5V65FDLYD2YUX2JGFNHTP}

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	2026-07-05T11:32:48.547016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47e11cf6bee946bc0f58a5f49315a79bf0d2541f2e0a43e7baf708a9fae0590c

Aliases

arxiv: 2507.04464 · arxiv_version: 2507.04464v1 · doi: 10.48550/arxiv.2507.04464 · pith_short_12: I7QRZ5V65FDL · pith_short_16: I7QRZ5V65FDLYD2Y · pith_short_8: I7QRZ5V6

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/I7QRZ5V65FDLYD2YUX2JGFNHTP \
  | 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: 47e11cf6bee946bc0f58a5f49315a79bf0d2541f2e0a43e7baf708a9fae0590c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f30b720beaa11770d585c7fa5f1cefaef28eab5bef44d425e34fc0eb611d6ba5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-06T17:01:02Z",
    "title_canon_sha256": "713d360076f9ee7399ddc486d05daf47065892a3b15c85d0c8291dd710be585e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04464",
    "kind": "arxiv",
    "version": 1
  }
}