Pith Number

pith:HPVOUD3Q

pith:2016:HPVOUD3QPGRJYG4R5R6AYOALWZ

not attested not anchored not stored refs pending

Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains

Akshay Krishnamurthy, Alekh Agarwal, David Abel, Fernando Diaz, Robert E. Schapire

arxiv:1603.04119 v1 · 2016-03-14 · cs.AI · cs.LG · 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{HPVOUD3QPGRJYG4R5R6AYOALWZ}

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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

2 papers in Pith

ORRB -- OpenAI Remote Rendering Backend

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Receipt and verification

First computed	2026-05-18T01:19:09.368024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3beaea0f7079a29c1b91ec7c0c380bb65e3d29324ac6af43ae54bbdb4f67fc19

Aliases

arxiv: 1603.04119 · arxiv_version: 1603.04119v1 · doi: 10.48550/arxiv.1603.04119 · pith_short_12: HPVOUD3QPGRJ · pith_short_16: HPVOUD3QPGRJYG4R · pith_short_8: HPVOUD3Q

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/HPVOUD3QPGRJYG4R5R6AYOALWZ \
  | 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: 3beaea0f7079a29c1b91ec7c0c380bb65e3d29324ac6af43ae54bbdb4f67fc19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1c452a9e1c4541abfbda27e351e5324acaa08a67d5234137b9dc0bf415474a7",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-03-14T03:16:25Z",
    "title_canon_sha256": "89b57b0debf501416f83223988ef51674e401f0a1c2a6abcf06955dc8d1b5ec9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.04119",
    "kind": "arxiv",
    "version": 1
  }
}