Pith Number

pith:UXELQ7RX

pith:2016:UXELQ7RXHP72OMUN6BUHBVPPQ6

not attested not anchored not stored refs pending

Model-based Adversarial Imitation Learning

Nir Baram, Oron Anschel, Shie Mannor

arxiv:1612.02179 v1 · 2016-12-07 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UXELQ7RXHP72OMUN6BUHBVPPQ6}

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	2026-05-18T00:55:35.202826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5c8b87e373bffa7328df06870d5ef87a16f95a8cbbfef513aa1a307345b0de9

Aliases

arxiv: 1612.02179 · arxiv_version: 1612.02179v1 · doi: 10.48550/arxiv.1612.02179 · pith_short_12: UXELQ7RXHP72 · pith_short_16: UXELQ7RXHP72OMUN · pith_short_8: UXELQ7RX

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/UXELQ7RXHP72OMUN6BUHBVPPQ6 \
  | 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: a5c8b87e373bffa7328df06870d5ef87a16f95a8cbbfef513aa1a307345b0de9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a88312432b93b15c5427b24bb5cf7215569a59744e35fc007e4cebb42f6c73f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-12-07T10:10:31Z",
    "title_canon_sha256": "28e1d6a4268dd8b6a22779d649d2b0683d4e0a3a98c6c69e0278f10457f2493a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.02179",
    "kind": "arxiv",
    "version": 1
  }
}