Pith Number

pith:NKWCIDUE

pith:2019:NKWCIDUEV3DLEQH7GLW4NTRRG2

not attested not anchored not stored refs pending

State Alignment-based Imitation Learning

Fangchen Liu, Hao Su, Tongzhou Mu, Zhan Ling

arxiv:1911.10947 v1 · 2019-11-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NKWCIDUEV3DLEQH7GLW4NTRRG2}

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	2026-07-05T00:21:43.845080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6aac240e84aec6b240ff32edc6ce31368ca8cae87572ac141ef5af51f33c2586

Aliases

arxiv: 1911.10947 · arxiv_version: 1911.10947v1 · doi: 10.48550/arxiv.1911.10947 · pith_short_12: NKWCIDUEV3DL · pith_short_16: NKWCIDUEV3DLEQH7 · pith_short_8: NKWCIDUE

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/NKWCIDUEV3DLEQH7GLW4NTRRG2 \
  | 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: 6aac240e84aec6b240ff32edc6ce31368ca8cae87572ac141ef5af51f33c2586

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec766878e4bdd39fa8c6e7e889f68804f716fe9d1753b0c609d62a340e47cf97",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-21T22:18:16Z",
    "title_canon_sha256": "769a315e906a45d481746b2af203b9985dc25c5108159a0a6e8402e4fa9c9108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.10947",
    "kind": "arxiv",
    "version": 1
  }
}