Pith. sign in
Pith Number

pith:4Y5NHYLU

pith:2020:4Y5NHYLUEU2YIV34BKKX3YS7RZ
not attested not anchored not stored refs pending

Support-weighted Adversarial Imitation Learning

Carlo Ciliberto, Pierluigi Amadori, Ruohan Wang, Yiannis Demiris

arxiv:2002.08803 v1 · 2020-02-20 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4Y5NHYLUEU2YIV34BKKX3YS7RZ}

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 2026-07-05T00:42:38.849589Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e63ad3e174253584577c0a957de25f8e65f00323096095218a95b02be7b5af7f

Aliases

arxiv: 2002.08803 · arxiv_version: 2002.08803v1 · doi: 10.48550/arxiv.2002.08803 · pith_short_12: 4Y5NHYLUEU2Y · pith_short_16: 4Y5NHYLUEU2YIV34 · pith_short_8: 4Y5NHYLU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4Y5NHYLUEU2YIV34BKKX3YS7RZ \
  | 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: e63ad3e174253584577c0a957de25f8e65f00323096095218a95b02be7b5af7f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b643b264a232b6aa45bef19295a4efc86f97b577eaa7c6eafcd30c09be6ced5e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-20T15:34:30Z",
    "title_canon_sha256": "4cc49394f071cba963ad24b6ea9f66839275a53149e37bd051b3d4ea7d721324"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.08803",
    "kind": "arxiv",
    "version": 1
  }
}