Pith Number

pith:Z5EA7PY6

pith:2023:Z5EA7PY63CUV3EN7ZSR77B5FQ2

not attested not anchored not stored refs pending

Learning from Visual Observation via Offline Pretrained State-to-Go Transformer

Bohan Zhou, Jiechuan Jiang, Ke Li, Zongqing Lu

arxiv:2306.12860 v1 · 2023-06-22 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z5EA7PY63CUV3EN7ZSR77B5FQ2}

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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

Task-Relevant Representation Decoupling for Visual Reinforcement Learning Generalization

Receipt and verification

First computed	2026-07-05T06:23:49.006087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf480fbf1ed8a95d91bfcca3ff87a58693ffc7ea269d9c76dc826247a2945ee0

Aliases

arxiv: 2306.12860 · arxiv_version: 2306.12860v1 · doi: 10.48550/arxiv.2306.12860 · pith_short_12: Z5EA7PY63CUV · pith_short_16: Z5EA7PY63CUV3EN7 · pith_short_8: Z5EA7PY6

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/Z5EA7PY63CUV3EN7ZSR77B5FQ2 \
  | 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: cf480fbf1ed8a95d91bfcca3ff87a58693ffc7ea269d9c76dc826247a2945ee0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c1d5cff899795c94fc0c877547cf7580ca175f352eb60a80cc84ae46f341275",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-22T13:14:59Z",
    "title_canon_sha256": "e3731abc02b62cebc217c3cfd94642a58b3ab6ac65e5cecdb1eb1ec83296849e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12860",
    "kind": "arxiv",
    "version": 1
  }
}