pith. sign in
Pith Number

pith:ABAAPYMM

pith:2019:ABAAPYMMBLNZCZP3UG4NIB7FCO
not attested not anchored not stored refs pending

Imitation Learning from Imperfect Demonstration

Han Bao, Masashi Sugiyama, Nontawat Charoenphakdee, Voot Tangkaratt, Yueh-Hua Wu

arxiv:1901.09387 v3 · 2019-01-27 · cs.LG · cs.AI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ABAAPYMMBLNZCZP3UG4NIB7FCO}

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 2026-05-17T23:55:06.956753Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

004007e18c0adb9165fba1b8d407e513bb299b810d287b9815e4b8807cb7eae0

Aliases

arxiv: 1901.09387 · arxiv_version: 1901.09387v3 · doi: 10.48550/arxiv.1901.09387 · pith_short_12: ABAAPYMMBLNZ · pith_short_16: ABAAPYMMBLNZCZP3 · pith_short_8: ABAAPYMM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ABAAPYMMBLNZCZP3UG4NIB7FCO \
  | 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: 004007e18c0adb9165fba1b8d407e513bb299b810d287b9815e4b8807cb7eae0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a60536fe4bf74b6f212d4bbfdad0d0f63db6b8c06131c5c09e122fc4342523e9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-27T14:42:53Z",
    "title_canon_sha256": "43e99704fcd884a95448a39846a8426edb84e2180f1ecf02fd530f75b63fd2e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09387",
    "kind": "arxiv",
    "version": 3
  }
}