Pith Number

pith:V3ZDW3QM

pith:2026:V3ZDW3QMINEMGVWUY5JMU2OO6P

not attested not anchored not stored refs pending

Learning to Adapt: Reptile-D-Learning for Robust and Efficient Control Under Parametric Uncertainty

Haipeng Cao, Quan Quan, Zhaolong Shen

arxiv:2606.25659 v1 · 2026-06-24 · 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{V3ZDW3QMINEMGVWUY5JMU2OO6P}

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

Stabilization Learning: A Paradigm Transition Bridging Control Theory and Machine Learning

Receipt and verification

First computed	2026-06-25T01:18:12.024083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aef23b6e0c4348c356d4c752ca69cef3d13bdc2adb9da74a0d29e05ca248a599

Aliases

arxiv: 2606.25659 · arxiv_version: 2606.25659v1 · doi: 10.48550/arxiv.2606.25659 · pith_short_12: V3ZDW3QMINEM · pith_short_16: V3ZDW3QMINEMGVWU · pith_short_8: V3ZDW3QM

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/V3ZDW3QMINEMGVWUY5JMU2OO6P \
  | 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: aef23b6e0c4348c356d4c752ca69cef3d13bdc2adb9da74a0d29e05ca248a599

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2c2becc655a2c451fa6c0b1e7f594027734c86a2deb8a10728a5454fe766ee0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-06-24T10:11:29Z",
    "title_canon_sha256": "1a97d657fa5bd438eea53c7b708295a7ab02a7273519c9f27c7cdce7e8390d78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25659",
    "kind": "arxiv",
    "version": 1
  }
}