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
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
· sign in to
claim
4
Citations
5
Replications
✓
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
· · · · ·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
}
}