Pith Number

pith:LLRX3M5R

pith:2024:LLRX3M5R64GMVINXJKG7PHBC6W

not attested not anchored not stored refs pending

Tractable Offline Learning of Regular Decision Processes

Ahana Deb, Alessandro Ronca, Anders Jonsson, Mohammad Sadegh Talebi, Roberto Cipollone

arxiv:2409.02747 v1 · 2024-09-04 · cs.LG · cs.AI · cs.FL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLRX3M5R64GMVINXJKG7PHBC6W}

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	2026-07-05T09:03:09.593065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ae37db3b1f70ccaa1b74a8df79c22f5923d8233ac768013fbfe7a30a5e69bbe

Aliases

arxiv: 2409.02747 · arxiv_version: 2409.02747v1 · doi: 10.48550/arxiv.2409.02747 · pith_short_12: LLRX3M5R64GM · pith_short_16: LLRX3M5R64GMVINX · pith_short_8: LLRX3M5R

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/LLRX3M5R64GMVINXJKG7PHBC6W \
  | 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: 5ae37db3b1f70ccaa1b74a8df79c22f5923d8233ac768013fbfe7a30a5e69bbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b2bfb26426f82743a89fa24a878d834197f32e863fed236e743e9f6d5256b20",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.FL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-04T14:26:58Z",
    "title_canon_sha256": "660bcdb5f1a57111c456063bb594b71f26c692372524dc89db2fc5dbd6d08ff7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02747",
    "kind": "arxiv",
    "version": 1
  }
}