Pith Number

pith:5WNKS43I

pith:2023:5WNKS43IJ7SMPXR7DFZ74UYU2J

not attested not anchored not stored refs pending

Towards Robust Offline Reinforcement Learning under Diverse Data Corruption

Amy Zhang, Chongjie Zhang, Han Zhong, Jiawei Xu, Lei Han, Rui Yang, Tong Zhang

arxiv:2310.12955 v3 · 2023-10-19 · 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{5WNKS43IJ7SMPXR7DFZ74UYU2J}

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

Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood

Receipt and verification

First computed	2026-07-05T07:54:05.243191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed9aa973684fe4c7de3f1973fe5314d27245bfddea3939cf83d5a14602ed3d73

Aliases

arxiv: 2310.12955 · arxiv_version: 2310.12955v3 · doi: 10.48550/arxiv.2310.12955 · pith_short_12: 5WNKS43IJ7SM · pith_short_16: 5WNKS43IJ7SMPXR7 · pith_short_8: 5WNKS43I

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/5WNKS43IJ7SMPXR7DFZ74UYU2J \
  | 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: ed9aa973684fe4c7de3f1973fe5314d27245bfddea3939cf83d5a14602ed3d73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ed6603b94cfa118bb9089ec7718ca03431de233e36159383b4d5f91cca3b9f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-19T17:54:39Z",
    "title_canon_sha256": "515387e6379fea2be07ae2b438cb563a7baae17afe1299e6b27fcbefc52c49bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12955",
    "kind": "arxiv",
    "version": 3
  }
}