Pith Number

pith:AJBQR2QJ

pith:2023:AJBQR2QJALQE3XPIIERBTGSAYM

not attested not anchored not stored refs pending

Graph Decision Transformer

Dacheng Tao, Li Shen, Shengchao Hu, Ya Zhang

arxiv:2303.03747 v1 · 2023-03-07 · 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{AJBQR2QJALQE3XPIIERBTGSAYM}

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.

Cited by

1 paper in Pith

Should We Ever Prefer Decision Transformer for Offline Reinforcement Learning?

Receipt and verification

First computed	2026-07-05T05:48:58.689080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

024308ea0902e04ddde84122199a40c324ef1371c7240663fbb5baa1e8d6784b

Aliases

arxiv: 2303.03747 · arxiv_version: 2303.03747v1 · doi: 10.48550/arxiv.2303.03747 · pith_short_12: AJBQR2QJALQE · pith_short_16: AJBQR2QJALQE3XPI · pith_short_8: AJBQR2QJ

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/AJBQR2QJALQE3XPIIERBTGSAYM \
  | 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: 024308ea0902e04ddde84122199a40c324ef1371c7240663fbb5baa1e8d6784b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7a3762b67d8d8471ee1d323b3655d08409eb3e7ce885feb02be84d816518e0a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-07T09:10:34Z",
    "title_canon_sha256": "7a1db06dec82fe18e4e2bdab920a659d3c979e3065571d73b6fb9c0539830bf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03747",
    "kind": "arxiv",
    "version": 1
  }
}