Pith. sign in
Pith Number

pith:NARXUYPI

pith:2024:NARXUYPIEEIBW5AU4JI6MTPR76
not attested not anchored not stored refs pending

SEAL: SEmantic-Augmented Imitation Learning via Language Model

Chengyang Gu, Haotian Bai, Hui Xiong, Yize Chen, Yuxin Pan

arxiv:2410.02231 v1 · 2024-10-03 · cs.AI · cs.LG · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NARXUYPIEEIBW5AU4JI6MTPR76}

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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 2026-07-05T09:15:18.030141Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

68237a61e821101b7414e251e64df1ffb80241d69808e808c4c7e8d7dfb21b07

Aliases

arxiv: 2410.02231 · arxiv_version: 2410.02231v1 · doi: 10.48550/arxiv.2410.02231 · pith_short_12: NARXUYPIEEIB · pith_short_16: NARXUYPIEEIBW5AU · pith_short_8: NARXUYPI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NARXUYPIEEIBW5AU4JI6MTPR76 \
  | 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: 68237a61e821101b7414e251e64df1ffb80241d69808e808c4c7e8d7dfb21b07
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8928bbf112fa11477ac58774e0dcb2e9749e73c744f7d313ba1d3241b08b2af3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-03T05:53:10Z",
    "title_canon_sha256": "3b6a1451e9fe43bf2f63c5b9b02d1199b05b42142689092f16834cb014ba24b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02231",
    "kind": "arxiv",
    "version": 1
  }
}