Pith Number

pith:QGKIYCCQ

pith:2024:QGKIYCCQ6RWW6LFNTVBFLLZB2G

not attested not anchored not stored refs pending

Q-value Regularized Transformer for Offline Reinforcement Learning

Chaoqin Huang, Dacheng Tao, Li Shen, Shengchao Hu, Yanfeng Wang, Ya Zhang, Ziqing Fan

arxiv:2405.17098 v1 · 2024-05-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QGKIYCCQ6RWW6LFNTVBFLLZB2G}

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

ReBRAC-v2: The Return of the King

Receipt and verification

First computed	2026-07-05T08:23:39.856812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81948c0850f46d6f2cad9d4255af21d1bffd3f601cb8410f5e45af7909835241

Aliases

arxiv: 2405.17098 · arxiv_version: 2405.17098v1 · doi: 10.48550/arxiv.2405.17098 · pith_short_12: QGKIYCCQ6RWW · pith_short_16: QGKIYCCQ6RWW6LFN · pith_short_8: QGKIYCCQ

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/QGKIYCCQ6RWW6LFNTVBFLLZB2G \
  | 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: 81948c0850f46d6f2cad9d4255af21d1bffd3f601cb8410f5e45af7909835241

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88b2d2ac9f082f2e468bd6d2586ea8e96fd797dac343b501bfb052c9c3a99d40",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T12:12:39Z",
    "title_canon_sha256": "d7cabd4239a8691bd17baffc2681f45e3bce6a5732880d34bad62925a2b847c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17098",
    "kind": "arxiv",
    "version": 1
  }
}