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Pith Number

pith:DE5B74PP

pith:2018:DE5B74PPXXJL3ZFCTRMWLPA43V
not attested not anchored not stored refs pending

Towards Mixed Optimization for Reinforcement Learning with Program Synthesis

Kumar Krishna Agrawal, Rishabh Singh, Surya Bhupatiraju

arxiv:1807.00403 v2 · 2018-07-01 · cs.LG · cs.AI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DE5B74PPXXJL3ZFCTRMWLPA43V}

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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 2026-05-18T00:11:29.944190Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

193a1ff1efbdd2bde4a29c5965bc1cdd6dccff3e19f1030bb496d535a96b67e5

Aliases

arxiv: 1807.00403 · arxiv_version: 1807.00403v2 · doi: 10.48550/arxiv.1807.00403 · pith_short_12: DE5B74PPXXJL · pith_short_16: DE5B74PPXXJL3ZFC · pith_short_8: DE5B74PP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DE5B74PPXXJL3ZFCTRMWLPA43V \
  | 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: 193a1ff1efbdd2bde4a29c5965bc1cdd6dccff3e19f1030bb496d535a96b67e5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "540be58be0ad6e45a7aaf81fba8bfa84407d2345c0c05a97e0211390a47425c3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-01T21:52:07Z",
    "title_canon_sha256": "4f6ce64f572297972b07a83018543ba89a194401dd8ae50613c0ae835ac88b0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00403",
    "kind": "arxiv",
    "version": 2
  }
}