Pith Number

pith:CY2767GP

pith:2025:CY2767GPCLAANXJI6YVRGDY3NN

not attested not anchored not stored refs pending

Offline Reinforcement Learning with Wasserstein Regularization via Optimal Transport Maps

Kazuki Ota, Motoki Omura, Takayuki Osa, Tatsuya Harada, Yusuke Mukuta

arxiv:2507.10843 v1 · 2025-07-14 · cs.LG · cs.AI · 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{CY2767GPCLAANXJI6YVRGDY3NN}

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

Counterfactual Transport Flows for Offline Conservative Trajectory Refinement

Receipt and verification

First computed	2026-07-05T11:37:00.666135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1635ff7ccf12c006dd28f62b130f1b6b7922e532e63fcf46b76478678d7534a9

Aliases

arxiv: 2507.10843 · arxiv_version: 2507.10843v1 · doi: 10.48550/arxiv.2507.10843 · pith_short_12: CY2767GPCLAA · pith_short_16: CY2767GPCLAANXJI · pith_short_8: CY2767GP

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/CY2767GPCLAANXJI6YVRGDY3NN \
  | 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: 1635ff7ccf12c006dd28f62b130f1b6b7922e532e63fcf46b76478678d7534a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c7b5484020be0b97bfee687b81e4ccfb7bed764471d4b3657cd885b45aa7015",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-14T22:28:36Z",
    "title_canon_sha256": "6a5865b66ab3c292d236d8a2a6b67207727b44209d79f64e2627c4f618d219f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10843",
    "kind": "arxiv",
    "version": 1
  }
}