Pith Number

pith:AZH73VZV

pith:2024:AZH73VZVLPMLSXVC3H7GUWQDMK

not attested not anchored not stored refs pending

Policy Learning for Off-Dynamics RL with Deficient Support

Hung The Tran, Linh Le Pham Van, Sunil Gupta

arxiv:2402.10765 v1 · 2024-02-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZH73VZVLPMLSXVC3H7GUWQDMK}

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	2026-07-05T07:46:00.288474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

064ffdd7355bd8b95ea2d9fe6a5a0362bc287111a676eebc02d5853378c29a36

Aliases

arxiv: 2402.10765 · arxiv_version: 2402.10765v1 · doi: 10.48550/arxiv.2402.10765 · pith_short_12: AZH73VZVLPML · pith_short_16: AZH73VZVLPMLSXVC · pith_short_8: AZH73VZV

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/AZH73VZVLPMLSXVC3H7GUWQDMK \
  | 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: 064ffdd7355bd8b95ea2d9fe6a5a0362bc287111a676eebc02d5853378c29a36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "654d5dbe190d7bf537331863783b465d7877f8ba37adaf6b7b66459ea510e645",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-16T15:39:51Z",
    "title_canon_sha256": "0fd902a970f62c6f296c22c91ac855b26f56a89b9816800cbb8b97fe29484dc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10765",
    "kind": "arxiv",
    "version": 1
  }
}