Pith Number

pith:A7BLCOAO

pith:2024:A7BLCOAOYODSWQ6N5HGJ7TZOKS

not attested not anchored not stored refs pending

Reference-Free Formula Drift with Reinforcement Learning: From Driving Data to Tire Energy-Inspired, Real-World Policies

Franck Djeumou, John Subosits, Makoto Suminaka, Michael Thompson

arxiv:2410.20990 v1 · 2024-10-28 · cs.RO · cs.LG · cs.SY · eess.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{A7BLCOAOYODSWQ6N5HGJ7TZOKS}

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	2026-07-05T09:27:14.083169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07c2b1380ec3872b43cde9cc9fcf2e54863c7c0351023c89cf6f32d48088cd26

Aliases

arxiv: 2410.20990 · arxiv_version: 2410.20990v1 · doi: 10.48550/arxiv.2410.20990 · pith_short_12: A7BLCOAOYODS · pith_short_16: A7BLCOAOYODSWQ6N · pith_short_8: A7BLCOAO

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/A7BLCOAOYODSWQ6N5HGJ7TZOKS \
  | 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: 07c2b1380ec3872b43cde9cc9fcf2e54863c7c0351023c89cf6f32d48088cd26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85f60634685e7697fca235b04aab63cbe21599b1da4555e82b3260a9ce8b539b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-10-28T13:10:15Z",
    "title_canon_sha256": "13f536401a9795ad63c9da8bc628390512c793b3a6decc54c1782063dfe488a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20990",
    "kind": "arxiv",
    "version": 1
  }
}