pith. sign in
Pith Number

pith:KKEBNBBV

pith:2022:KKEBNBBVKNXBYEC7DHMHEM2DU4
not attested not anchored not stored refs pending

Learning Behavioral Soft Constraints from Demonstrations

Andrea Loreggia, Arie Glazier, Brent Venable, Francesca Rossi, Nicholas Mattei, Taher Rahgooy

arxiv:2202.10407 v1 · 2022-02-21 · cs.LG · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KKEBNBBVKNXBYEC7DHMHEM2DU4}

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 2026-07-05T03:58:42.128934Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5288168435536e1c105f19d8723343a71ce00a61d2374794d7cf7be8ba50cc2a

Aliases

arxiv: 2202.10407 · arxiv_version: 2202.10407v1 · doi: 10.48550/arxiv.2202.10407 · pith_short_12: KKEBNBBVKNXB · pith_short_16: KKEBNBBVKNXBYEC7 · pith_short_8: KKEBNBBV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KKEBNBBVKNXBYEC7DHMHEM2DU4 \
  | 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: 5288168435536e1c105f19d8723343a71ce00a61d2374794d7cf7be8ba50cc2a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7cf88b1135752209b7eba4f6f8f4abbefcd249eff0966df85c7288b1df8f72b5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-21T18:09:56Z",
    "title_canon_sha256": "40187ab331afcbe0bfa2f252e01c7cdfdd7ad27b20a299834a4ae59a902d4103"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.10407",
    "kind": "arxiv",
    "version": 1
  }
}