Pith Number

pith:MRHKY66B

pith:2012:MRHKY66BAT72VM4FE3SIV3MNUC

not attested not anchored not stored refs pending

Imitation Learning with a Value-Based Prior

Robert E. Schapire, Umar Syed

arxiv:1206.5290 v1 · 2012-06-20 · cs.LG · cs.AI · 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{MRHKY66BAT72VM4FE3SIV3MNUC}

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	2026-05-18T03:52:40.513669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

644eac7bc104ffaab38526e48aed8da09b9c5808a3373f3a54473391539f5868

Aliases

arxiv: 1206.5290 · arxiv_version: 1206.5290v1 · doi: 10.48550/arxiv.1206.5290 · pith_short_12: MRHKY66BAT72 · pith_short_16: MRHKY66BAT72VM4F · pith_short_8: MRHKY66B

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/MRHKY66BAT72VM4FE3SIV3MNUC \
  | 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: 644eac7bc104ffaab38526e48aed8da09b9c5808a3373f3a54473391539f5868

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ebe0a7e5420bc408a862f4e79cc5218b72154d2a188c3595c4b39f96b8e6924",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-20T15:18:02Z",
    "title_canon_sha256": "36bee3f6dbc47f585c6d337bc57de9984f5bbb972430f300b84f9ece816d53e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.5290",
    "kind": "arxiv",
    "version": 1
  }
}