Pith Number

pith:RM3AJOQA

pith:2019:RM3AJOQAYBY5TBH6TRCWJADWN7

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Personalized Search Story Recommendation

Dongwon Lee, Jason (Jiasheng) Zhang, Junming Yin, Linhong Zhu

arxiv:1907.11754 v1 · 2019-07-26 · cs.LG · cs.IR · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RM3AJOQAYBY5TBH6TRCWJADWN7}

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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.

Cited by

1 paper in Pith

Deep Reinforcement Learning for Personalized Search Story Recommendation

Receipt and verification

First computed	2026-05-17T23:39:23.185237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b3604ba00c071d984fe9c456480766fda17e711a56785e0f8e42f64d79acb6e

Aliases

arxiv: 1907.11754 · arxiv_version: 1907.11754v1 · doi: 10.48550/arxiv.1907.11754 · pith_short_12: RM3AJOQAYBY5 · pith_short_16: RM3AJOQAYBY5TBH6 · pith_short_8: RM3AJOQA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RM3AJOQAYBY5TBH6TRCWJADWN7 \
  | 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: 8b3604ba00c071d984fe9c456480766fda17e711a56785e0f8e42f64d79acb6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b74ef4a1ea22ea4a2262ea5f5ac334e72195a1b046f96a5d2f1f0e82611292c1",
    "cross_cats_sorted": [
      "cs.IR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-26T19:01:48Z",
    "title_canon_sha256": "d3c40d423a97eef6d3623b8a8b5c4d4697d8d07c807b4af852726e91a2db179b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.11754",
    "kind": "arxiv",
    "version": 1
  }
}