Pith Number

pith:JXDFSOFH

pith:2024:JXDFSOFH3MXDSN62KAR5JHXIRR

not attested not anchored not stored refs pending

Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning

Anqi Guo, Boyuan Zheng, Hai Zhang, Jinhang Liu, Junqiao Zhao, Lanqing Li, Tianying Ji

arxiv:2405.12001 v4 · 2024-05-20 · 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{JXDFSOFH3MXDSN62KAR5JHXIRR}

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	2026-07-05T10:08:16.777998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dc65938a7db2e3937da5023d49ee88c668b2c15734867b2e7b2463e2bab50f5

Aliases

arxiv: 2405.12001 · arxiv_version: 2405.12001v4 · doi: 10.48550/arxiv.2405.12001 · pith_short_12: JXDFSOFH3MXD · pith_short_16: JXDFSOFH3MXDSN62 · pith_short_8: JXDFSOFH

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/JXDFSOFH3MXDSN62KAR5JHXIRR \
  | 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: 4dc65938a7db2e3937da5023d49ee88c668b2c15734867b2e7b2463e2bab50f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49f9706669f026d5858bbd3ea30cfc86419a4098bc2486f6344944781ca17e36",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-20T13:14:26Z",
    "title_canon_sha256": "4801d2081c674226818d84557ed9cbb442e3dbb1af57bcc1bbaf6ebc67b8971f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12001",
    "kind": "arxiv",
    "version": 4
  }
}