Pith Number

pith:KODKOR4N

pith:2022:KODKOR4NMZ7PWGKTXYNBJI6O7G

not attested not anchored not stored refs pending

S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning

Daesol Cho, Dongseok Shim, H. Jin Kim

arxiv:2209.15256 v1 · 2022-09-30 · cs.LG · cs.CV · 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{KODKOR4NMZ7PWGKTXYNBJI6O7G}

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	2026-07-05T05:02:18.058088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5386a7478d667efb1953be1a14a3cef9b6c7c386c6cadfea334d94b5be1ea2ec

Aliases

arxiv: 2209.15256 · arxiv_version: 2209.15256v1 · doi: 10.48550/arxiv.2209.15256 · pith_short_12: KODKOR4NMZ7P · pith_short_16: KODKOR4NMZ7PWGKT · pith_short_8: KODKOR4N

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/KODKOR4NMZ7PWGKTXYNBJI6O7G \
  | 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: 5386a7478d667efb1953be1a14a3cef9b6c7c386c6cadfea334d94b5be1ea2ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "815d7bb2427b992ede417df79a3d5bbc6497527318765a4aa58bf9fcc3a57134",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-30T06:32:26Z",
    "title_canon_sha256": "dfaa7129a13fc090902db185560c1493f61ff0c1a8f677ffdface646dc1374bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.15256",
    "kind": "arxiv",
    "version": 1
  }
}