Pith Number

pith:NKAV2HBR

pith:2024:NKAV2HBRBZ3SR357BTVQCDVS3C

not attested not anchored not stored refs pending

SimuDICE: Offline Policy Optimization Through World Model Updates and DICE Estimation

Catalin E. Brita, Frans A. Oliehoek, Stephan Bongers

arxiv:2412.06486 v1 · 2024-12-09 · 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{NKAV2HBRBZ3SR357BTVQCDVS3C}

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	2026-07-05T09:46:32.782251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a815d1c310e7728efbf0ceb010eb2d8be28c4b955bd8e71b3bf83e43fb51ee3

Aliases

arxiv: 2412.06486 · arxiv_version: 2412.06486v1 · doi: 10.48550/arxiv.2412.06486 · pith_short_12: NKAV2HBRBZ3S · pith_short_16: NKAV2HBRBZ3SR357 · pith_short_8: NKAV2HBR

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/NKAV2HBRBZ3SR357BTVQCDVS3C \
  | 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: 6a815d1c310e7728efbf0ceb010eb2d8be28c4b955bd8e71b3bf83e43fb51ee3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f790ec24b481349a9e5ba952576c28e75531147bbe8765f7336e7806b6a6d7a1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T13:35:46Z",
    "title_canon_sha256": "799c42aca85e62779fa7b1ffb03a01488d7e04efe96694e0043d75058b81833f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06486",
    "kind": "arxiv",
    "version": 1
  }
}