Pith Number

pith:ECY4AFVA

pith:2025:ECY4AFVACQBC2JN5FFIUPYZVVK

not attested not anchored not stored refs pending

Self-Consistent Model-based Adaptation for Visual Reinforcement Learning

Chengyang Ying, Hang Su, Jun Zhu, Xinning Zhou, Yao Feng

arxiv:2502.09923 v1 · 2025-02-14 · cs.CV · 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{ECY4AFVACQBC2JN5FFIUPYZVVK}

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	2026-07-05T10:14:14.388379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20b1c016a014022d25bd295147e335aa9498707a716dff7da35c122bc961a3d9

Aliases

arxiv: 2502.09923 · arxiv_version: 2502.09923v1 · doi: 10.48550/arxiv.2502.09923 · pith_short_12: ECY4AFVACQBC · pith_short_16: ECY4AFVACQBC2JN5 · pith_short_8: ECY4AFVA

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/ECY4AFVACQBC2JN5FFIUPYZVVK \
  | 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: 20b1c016a014022d25bd295147e335aa9498707a716dff7da35c122bc961a3d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86c72465242bb68da41d92066662a220a334f609c62419576308278d15651edd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-14T05:23:56Z",
    "title_canon_sha256": "f6a55470c5f4802fa0093a866e4410391106ad27f9f020c80dfc389fe91dff43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09923",
    "kind": "arxiv",
    "version": 1
  }
}