Pith Number

pith:JAJWPBL4

pith:2025:JAJWPBL4WY4ZLKBQ7CDSBVV325

not attested not anchored not stored refs pending

Exploring the Generalizability of Geomagnetic Navigation: A Deep Reinforcement Learning approach with Policy Distillation

Shiliang Zhang, Songnan Yang, Tingwen Huang, Wenqi Bai, Xiaohui Zhang, Xuehui Ma, Yushuai Li

arxiv:2502.05069 v1 · 2025-02-07 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JAJWPBL4WY4ZLKBQ7CDSBVV325}

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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

Fine-tuning for Data-enabled Predictive Control of Noisy Systems by Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:11:02.725210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

481367857cb63995a830f88720d6bbd77e6f7eacd159bf940c46a689e1145663

Aliases

arxiv: 2502.05069 · arxiv_version: 2502.05069v1 · doi: 10.48550/arxiv.2502.05069 · pith_short_12: JAJWPBL4WY4Z · pith_short_16: JAJWPBL4WY4ZLKBQ · pith_short_8: JAJWPBL4

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/JAJWPBL4WY4ZLKBQ7CDSBVV325 \
  | 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: 481367857cb63995a830f88720d6bbd77e6f7eacd159bf940c46a689e1145663

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99fe5cb85102a4d498f83d3ab9bd92c8a9fe2b2955c719595def6e26983a8c80",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-02-07T16:43:51Z",
    "title_canon_sha256": "577180bf0a4ce74d151bd0270082035b747fe8fa0590dceae82785dd32ca30ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05069",
    "kind": "arxiv",
    "version": 1
  }
}