pith. sign in
Pith Number

pith:OWYAC34Z

pith:2021:OWYAC34ZKRF3ST6LSM6RFYNM4V
not attested not anchored not stored refs pending

Making Human-Like Trade-offs in Constrained Environments by Learning from Demonstrations

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

arxiv:2109.11018 v1 · 2021-09-22 · cs.AI · cs.LG · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OWYAC34ZKRF3ST6LSM6RFYNM4V}

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 2026-07-05T03:16:42.727701Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

75b0016f99544bb94fcb933d12e1ace54890d93d995e9ffca1e3fa0e0aed6d32

Aliases

arxiv: 2109.11018 · arxiv_version: 2109.11018v1 · doi: 10.48550/arxiv.2109.11018 · pith_short_12: OWYAC34ZKRF3 · pith_short_16: OWYAC34ZKRF3ST6L · pith_short_8: OWYAC34Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OWYAC34ZKRF3ST6LSM6RFYNM4V \
  | 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: 75b0016f99544bb94fcb933d12e1ace54890d93d995e9ffca1e3fa0e0aed6d32
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "497754f6e78e638a826630bff6a656ba8852702ab578d03349967c59bf33fa13",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-09-22T20:12:01Z",
    "title_canon_sha256": "e1e7a995f67193befe1ca8abdf36938d639e17fcb849e57503b124e23609c3c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.11018",
    "kind": "arxiv",
    "version": 1
  }
}