pith. sign in
Pith Number

pith:MUPCFTAW

pith:2018:MUPCFTAWHE5PNTSXAM6OPI4VZQ
not attested not anchored not stored refs pending

Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning

Aishwarya Agrawal, Ali Eslami, Felix Hill, Mateusz Malinowski, Oriol Vinyals, Tejas Kulkarni

arxiv:1812.00898 v1 · 2018-12-03 · cs.LG · cs.CL · cs.CV · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MUPCFTAWHE5PNTSXAM6OPI4VZQ}

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 2026-05-17T23:59:18.639033Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

651e22cc16393af6ce57033ce7a395cc04e2ea63c8129d04df344fe6c6c490ea

Aliases

arxiv: 1812.00898 · arxiv_version: 1812.00898v1 · doi: 10.48550/arxiv.1812.00898 · pith_short_12: MUPCFTAWHE5P · pith_short_16: MUPCFTAWHE5PNTSX · pith_short_8: MUPCFTAW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MUPCFTAWHE5PNTSXAM6OPI4VZQ \
  | 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: 651e22cc16393af6ce57033ce7a395cc04e2ea63c8129d04df344fe6c6c490ea
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d302cd36302cfd3e23fd5e5efb662ac6ccbdd2330eadf207e7e4d01674a23a8d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-03T16:51:35Z",
    "title_canon_sha256": "13e9295f367f35dd9273297bc5746e59ad3cf0bbad5b60b3f66d6f0282df3d4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.00898",
    "kind": "arxiv",
    "version": 1
  }
}