Pith Number

pith:7KKEW4ET

pith:2024:7KKEW4ET4UBDNUYWR5CM46224C

not attested not anchored not stored refs pending

SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning

Huy Hoang, Pradeep Varakantham, Tien Mai

arxiv:2402.13147 v3 · 2024-02-20 · 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{7KKEW4ET4UBDNUYWR5CM46224C}

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	2026-07-05T09:18:51.849328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa944b7093e50236d3168f44ce7b5ae0abf0ce8b7b01af59861df6f706861086

Aliases

arxiv: 2402.13147 · arxiv_version: 2402.13147v3 · doi: 10.48550/arxiv.2402.13147 · pith_short_12: 7KKEW4ET4UBD · pith_short_16: 7KKEW4ET4UBDNUYW · pith_short_8: 7KKEW4ET

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/7KKEW4ET4UBDNUYWR5CM46224C \
  | 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: fa944b7093e50236d3168f44ce7b5ae0abf0ce8b7b01af59861df6f706861086

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4578930fb674b3f4bed1a46e73a8eac21ac2e1ccbe6b22b79b2f4af4a2bb473",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-20T17:02:48Z",
    "title_canon_sha256": "677a80d0e4915c70e523270ecc6eb5d9bb46ba5b5a15ff055c2479eca5a98e4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13147",
    "kind": "arxiv",
    "version": 3
  }
}