Pith Number

pith:AP6D7QNT

pith:2023:AP6D7QNTBSOCZTZ2FOHP46XYKU

not attested not anchored not stored refs pending

Uncertainty-Aware Decision Transformer for Stochastic Driving Environments

Fang Da, Fan Nie, Hang Zhao, Qiao Sun, Zenan Li

arxiv:2309.16397 v3 · 2023-09-28 · 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{AP6D7QNTBSOCZTZ2FOHP46XYKU}

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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

DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:16:44.817660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03fc3fc1b30c9c2ccf3a2b8efe7af8550b71be128ab9d0de4a591576ca57a4b7

Aliases

arxiv: 2309.16397 · arxiv_version: 2309.16397v3 · doi: 10.48550/arxiv.2309.16397 · pith_short_12: AP6D7QNTBSOC · pith_short_16: AP6D7QNTBSOCZTZ2 · pith_short_8: AP6D7QNT

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/AP6D7QNTBSOCZTZ2FOHP46XYKU \
  | 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: 03fc3fc1b30c9c2ccf3a2b8efe7af8550b71be128ab9d0de4a591576ca57a4b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbf580d6482cfc001abbcb599e4e6541cdb30276761d7a5b2057bc6aee1352f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-28T12:44:51Z",
    "title_canon_sha256": "f573c42fcee87d2d4805b0f32d6956f52c3282b16e84e8933f0908ac37e37b7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16397",
    "kind": "arxiv",
    "version": 3
  }
}